{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":57,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":57,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"28ff419ed079","filters":{"venue":"Rheumatology Advances in Practice"}},"results":[{"id":"W3007164925","doi":"10.1093/rap/rkaa006","title":"Medically explained symptoms: a mixed methods study of diagnostic, symptom and support experiences of patients with lupus and related systemic autoimmune diseases","year":2020,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"LUPUS UK; Versus Arthritis","keywords":"Medicine; Active listening; Systemic lupus erythematosus; Disease; Quality of life (healthcare); Empathy; Family medicine; Psychiatry; Internal medicine; Psychology; Nursing","authors":[{"name":"Melanie Sloan","is_ca":false},{"name":"Rupert Harwood","is_ca":false},{"name":"Stephen Sutton","is_ca":false},{"name":"David D’Cruz","is_ca":true},{"name":"Paul Howard","is_ca":false},{"name":"Chris Wincup","is_ca":false},{"name":"James Brimicombe","is_ca":false},{"name":"Caroline Gordon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007765515073931996,"gpt":0.3297550211808337,"spread":0.3219895061069017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009290455,0.0002534945,0.001308296,0.0002029659,0.00005888376,0.000008982208,0.0001968219,0.0001443833,0.00004223778],"category_scores_gemma":[0.02591805,0.0001879854,0.00003125166,0.0005281867,0.0006688462,0.0006014911,0.0002111461,0.0003165559,0.000001576291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003896427,"about_ca_system_score_gemma":0.000205567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002586593,"about_ca_topic_score_gemma":0.000005719412,"domain_scores_codex":[0.9958466,0.001446454,0.001200529,0.0005599568,0.0006275774,0.0003189358],"domain_scores_gemma":[0.9860016,0.01221498,0.0008388886,0.0003611836,0.0003417108,0.0002416678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002422229,0.0009782593,0.9057813,0.002157654,0.000374103,0.0001937577,0.08420519,0.000006225733,0.00004044685,0.0001533954,0.00001535081,0.003672152],"study_design_scores_gemma":[0.03326514,0.01197938,0.09359223,0.005323769,0.001189329,0.02039744,0.8321536,0.0008674879,0.0001849592,0.00007225015,0.0003612048,0.0006131604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806316,0.01691345,0.0001980504,0.0002475123,0.0002933382,0.001509437,0.000007254431,0.00004715654,0.0001522264],"genre_scores_gemma":[0.9936469,0.004046948,0.001921443,0.00003210725,0.00000383983,0.0002973198,0.00001257785,0.00002832831,0.00001055844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.812189,"threshold_uncertainty_score":0.982287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120294007","doi":"10.1093/rap/rkaa079","title":"Telemedicine in the management of rheumatoid arthritis: maintaining disease control with less health-care utilization","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Telemedicine; eHealth; Outpatient clinic; Outpatient visits; Disease management; Health care; Population; Ambulatory care; Quarter (Canadian coin); Rheumatoid arthritis; Physical therapy; Disease; Emergency medicine; Medical emergency; Internal medicine; Environmental health","authors":[{"name":"Wieland D Müskens","is_ca":false},{"name":"Sanne A A Rongen-van Dartel","is_ca":false},{"name":"Carine Vogel","is_ca":false},{"name":"Anita Huis","is_ca":false},{"name":"Eddy Adang","is_ca":false},{"name":"Piet L. C. M. van Riel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01430211059221289,"gpt":0.3358805332268862,"spread":0.3215784226346733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009660563,0.0001866746,0.0006097636,0.0001841865,0.0001137437,0.0000187076,0.0001617555,0.00005316717,0.00004218806],"category_scores_gemma":[0.0006513474,0.0001400163,0.00004340936,0.0006468295,0.0003036885,0.000555553,0.0000431926,0.000429481,0.000005048402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007975956,"about_ca_system_score_gemma":0.0003825911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006788543,"about_ca_topic_score_gemma":0.0006608752,"domain_scores_codex":[0.9971568,0.0007577575,0.0006984866,0.0003831054,0.0005265006,0.0004773416],"domain_scores_gemma":[0.9979845,0.0008736272,0.0003152476,0.0004477377,0.0002506121,0.0001282467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.008910457,0.001469649,0.3491611,0.001804422,0.0004432913,0.007331176,0.009694386,0.0006476825,0.000009016656,0.1432916,0.0001396279,0.4770977],"study_design_scores_gemma":[0.0641779,0.002313858,0.1042662,0.03195755,0.00004924183,0.01118938,0.5425753,0.0009496327,0.0001503679,0.003459264,0.2380994,0.0008119657],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2092157,0.7523395,0.006099035,0.02542749,0.0001945829,0.001672944,0.00002000989,0.00005504851,0.004975623],"genre_scores_gemma":[0.6001321,0.3970449,0.001915801,0.0007225518,0.000003614913,0.0001245364,0.00003962388,0.000013262,0.000003593461],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5328809,"threshold_uncertainty_score":0.5709698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399906768","doi":"10.1093/rap/rkae074","title":"Deciphering difficult-to-treat psoriatic arthritis (D2T-PsA): a GRAPPA perspective from an international survey of healthcare professionals","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Canada; Arthritis Society; Canadian Arthritis Network; University of Toronto; University Health Network; Women's College Hospital","funders":"Department of Medicine, University of Toronto; University of Toronto; Regeneron Pharmaceuticals; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Psoriatic arthritis; Health professionals; Health care; Perspective (graphical); Family medicine; Arthritis; Dermatology; Internal medicine","authors":[{"name":"André Lucas Ribeiro","is_ca":true},{"name":"Shikha Singla","is_ca":false},{"name":"Vinod Chandran","is_ca":true},{"name":"Nicholas Chronis","is_ca":true},{"name":"Wilson Liao","is_ca":false},{"name":"Christine A. Lindsay","is_ca":false},{"name":"Enrique R. Soriano","is_ca":false},{"name":"Philip J. Mease","is_ca":false},{"name":"Fabian Proft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613447063274834,"gpt":0.3969772632262693,"spread":0.3808427925935209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445788,0.0002087699,0.0005944461,0.0001926384,0.00008520034,0.00001986356,0.000131045,0.0001177888,0.0001010856],"category_scores_gemma":[0.003335753,0.0001863904,0.00005374581,0.0005119941,0.0000985236,0.0008365211,0.00009231033,0.0003207522,0.00004301883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272975,"about_ca_system_score_gemma":0.0001770362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009216341,"about_ca_topic_score_gemma":0.01028097,"domain_scores_codex":[0.9979382,0.0003624184,0.0005232573,0.0005791108,0.000308484,0.000288519],"domain_scores_gemma":[0.9970051,0.001923505,0.0001681216,0.0002747732,0.0005005377,0.0001279591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005746736,0.003229326,0.7342436,0.0004088298,0.001299322,0.002504565,0.01662933,0.00007747063,0.00009896976,0.02944312,0.0003366034,0.2059821],"study_design_scores_gemma":[0.01244089,0.002602372,0.9003616,0.01133114,0.0003655277,0.002774199,0.04412187,0.0006241924,0.0004742738,0.005713721,0.01828377,0.0009064395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890447,0.09639502,0.0002050582,0.008336038,0.002268006,0.0006422385,0.0002939858,0.0000898491,0.001322774],"genre_scores_gemma":[0.9645705,0.03082718,0.003949298,0.0002567126,0.0000368216,0.0001439231,0.0001472328,0.00002850439,0.00003984735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050757,"threshold_uncertainty_score":0.9973814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3139308494","doi":"10.1093/rap/rkab018","title":"Predicting relapse in anti-neutrophil cytoplasmic antibody-associated vasculitis: a Systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Versus Arthritis; Centre for Epidemiology Versus Arthritis, University of Manchester; National Institute for Health and Care Research","keywords":"Medicine; Internal medicine; Creatinine; Hazard ratio; Meta-analysis; Vasculitis; ANCA-Associated Vasculitis; Multivariate analysis; Confidence interval; Disease","authors":[{"name":"Catherine King","is_ca":false},{"name":"Katie L. Druce","is_ca":false},{"name":"Peter Nightingale","is_ca":false},{"name":"Ellen Kay","is_ca":false},{"name":"Neil Basu","is_ca":true},{"name":"Alan D. Salama","is_ca":false},{"name":"Lorraine Harper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02661776891570808,"gpt":0.3739469896635836,"spread":0.3473292207478755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002527227,0.0007640707,0.01813365,0.001037539,0.0001362669,0.0000446513,0.0002580055,0.0009157382,0.0001425807],"category_scores_gemma":[0.01070769,0.0005743354,0.00251222,0.003228431,0.0001728849,0.0007698945,0.0001569069,0.002224259,0.00003405317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654777,"about_ca_system_score_gemma":0.0004188603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008975031,"about_ca_topic_score_gemma":0.0001351098,"domain_scores_codex":[0.9903655,0.004181135,0.003237398,0.001181266,0.0004306048,0.0006041197],"domain_scores_gemma":[0.9916429,0.004338046,0.002534993,0.001032111,0.0002880405,0.0001638893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003971213,0.000394733,0.0002115773,0.7772759,0.2173645,0.002862914,0.00008453291,0.00001779079,1.850517e-8,0.001113857,0.00002248235,0.0006477498],"study_design_scores_gemma":[0.0006383669,0.00004109482,0.000007836068,0.2074852,0.7544471,0.01080781,0.0001799953,0.00001960682,1.895367e-8,0.00002235487,0.0259729,0.0003777313],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001706028,0.994902,0.00002328467,0.001198892,0.0001504231,0.00285989,0.0001023904,0.00007776118,0.0006683165],"genre_scores_gemma":[0.0001493705,0.9971302,0.0004017257,0.0003908107,0.000005932862,0.0009790618,0.0007026049,0.00007023928,0.0001700828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5697907,"threshold_uncertainty_score":0.9996708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200274585","doi":"10.1093/rap/rkab102","title":"Validation of the Southend giant cell arteritis probability score in a Scottish single-centre fast-track pathway","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Medicine; Pathology","authors":[{"name":"Andrew Melville","is_ca":true},{"name":"Karen Donaldson","is_ca":false},{"name":"James Dale","is_ca":false},{"name":"Anna Ciechomska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133495905689538,"gpt":0.2538827517673306,"spread":0.2425477927104352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003139641,0.0001260406,0.0003602355,0.00006691187,0.00006018739,0.00001203209,0.00009502423,0.0001797421,0.000162367],"category_scores_gemma":[0.001821709,0.0001032633,0.00008941224,0.0004699873,0.0002012222,0.0004741087,0.0000573964,0.0005080352,0.00001649697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008554146,"about_ca_system_score_gemma":0.0002606248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003108073,"about_ca_topic_score_gemma":0.0003479671,"domain_scores_codex":[0.998157,0.0005082975,0.0005595989,0.0003410629,0.0001913972,0.0002426591],"domain_scores_gemma":[0.9985338,0.0004928269,0.0003187523,0.0003967954,0.0002112387,0.00004653016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009409434,0.01465006,0.822128,0.003779875,0.0003633279,0.00334554,0.02055851,0.002438208,0.04222609,0.03168102,0.0002372134,0.05765118],"study_design_scores_gemma":[0.04954283,0.001679729,0.2551595,0.02617681,0.001551035,0.04824068,0.08141506,0.001842559,0.3913568,0.06426176,0.07595772,0.002815583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800624,0.005232199,0.0001470444,0.004582534,0.0004785021,0.000511482,0.00002966396,0.00002275369,0.008933388],"genre_scores_gemma":[0.9956097,0.001483917,0.002574801,0.000121469,0.000007320235,0.00002764662,0.00003221901,0.00001269689,0.0001302467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669686,"threshold_uncertainty_score":0.4210954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887722431","doi":"10.1093/rap/rky026","title":"Long-term outcomes of patients with Takayasu arteritis and renal artery involvement: a cohort study","year":2018,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University of Calgary","funders":"NIHR Cambridge Biomedical Research Centre; Reumatikerförbundet; Svenska Läkaresällskapet","keywords":"Medicine; Interquartile range; Renal function; Renal artery; Takayasu's arteritis; Retrospective cohort study; Cohort; Arteritis; Surgery; Takayasu arteritis; Demographics; Internal medicine; Kidney; Vasculitis","authors":[{"name":"Corisande Baldwin","is_ca":true},{"name":"Aladdin J Mohammad","is_ca":false},{"name":"Claire Cousins","is_ca":false},{"name":"Simon Carette","is_ca":true},{"name":"Christian Pagnoux","is_ca":true},{"name":"David Jayne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007779890237052474,"gpt":0.2934973194413505,"spread":0.285717429204298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065415,0.0001395492,0.0004664993,0.0001358809,0.00007962804,0.000008441535,0.00005892422,0.00008273721,0.0000828384],"category_scores_gemma":[0.0002597152,0.0001051484,0.00002632348,0.0001628519,0.0003662963,0.0005815835,0.00003973786,0.0002229049,0.00001106333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000242945,"about_ca_system_score_gemma":0.00004027872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003028532,"about_ca_topic_score_gemma":0.0002855026,"domain_scores_codex":[0.9987637,0.0001281592,0.0004001206,0.0002977568,0.0002135892,0.0001966922],"domain_scores_gemma":[0.9989256,0.0002615335,0.0002633344,0.0002697457,0.000214624,0.0000651405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311001,0.001274373,0.9943752,0.00004418054,0.0004671892,0.0001582479,0.0006536532,5.30221e-7,0.000003240725,0.0002573172,0.0000151536,0.002419808],"study_design_scores_gemma":[0.0052609,0.001525486,0.9911754,0.0002245488,0.0003075121,0.0004573399,0.0004738708,0.000004384407,0.00001213166,0.00006978754,0.0003784543,0.0001102341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996574,0.000831456,0.00016132,0.0003237665,0.000187063,0.0007344296,0.000009601687,0.0000221546,0.001156178],"genre_scores_gemma":[0.9975163,0.001396443,0.000774119,0.0001550043,0.000007310094,0.00007139589,0.00003167578,0.00001309844,0.0000346815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0049298,"threshold_uncertainty_score":0.4287828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894543845","doi":"10.1093/rap/rky039","title":"Prevalence and course of lower limb disease activity and walking disability over the first 5 years of juvenile idiopathic arthritis: results from the childhood arthritis prospective study","year":2018,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council; Manchester Biomedical Research Centre; Goddard Space Flight Center; Hospital for Sick Children; University College London; Versus Arthritis; Arthritis Research UK; National Institute for Health and Care Research","keywords":"Medicine; Ankle; Prospective cohort study; Arthritis; Physical therapy; Synovitis; Longitudinal study; Pediatrics; Surgery; Internal medicine","authors":[{"name":"Gordon Hendry","is_ca":false},{"name":"Stephanie Shoop-Worrall","is_ca":false},{"name":"Jody L. Riskowski","is_ca":false},{"name":"Pamela Andrews","is_ca":false},{"name":"Eileen Baildam","is_ca":false},{"name":"Alice Chieng","is_ca":false},{"name":"Joyce Davidson","is_ca":false},{"name":"Yiannis Ioannou","is_ca":false},{"name":"Flora McErlane","is_ca":false},{"name":"Lucy R. Wedderburn","is_ca":true},{"name":"Kimme L Hyrich","is_ca":false},{"name":"Wendy Thomson","is_ca":false},{"name":"Martijn Steultjens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007043365648529638,"gpt":0.3005023776500526,"spread":0.2934590120015229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572397,0.0001433102,0.0005084287,0.00002563666,0.0001785585,0.00001437967,0.000163264,0.000072025,0.00001822743],"category_scores_gemma":[0.007627192,0.0000997833,0.00004045317,0.0001871713,0.00188725,0.0006989459,0.0002102561,0.0004795385,0.000001922119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002763091,"about_ca_system_score_gemma":0.0001812136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003768082,"about_ca_topic_score_gemma":0.001294449,"domain_scores_codex":[0.9979749,0.000542843,0.0005582785,0.0004204595,0.0002871323,0.0002164332],"domain_scores_gemma":[0.9961876,0.002510914,0.0004800062,0.0006213502,0.0001467867,0.00005333983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006535607,0.001933256,0.9277774,0.0001158226,0.0001050567,0.0000475433,0.007911975,0.000001985232,0.00001390803,0.0001427847,0.00001465706,0.05539999],"study_design_scores_gemma":[0.003384819,0.001192253,0.9895411,0.0009051383,0.00006987114,0.00007126256,0.00360802,0.00007597383,0.00005338993,0.0005014999,0.0005036175,0.00009307931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945356,0.05190459,0.000007272985,0.001371841,0.0001029012,0.001063739,0.00005493208,0.00001281112,0.0001259439],"genre_scores_gemma":[0.9701322,0.02967725,0.00003901417,0.00004936836,0.00001769247,0.00006771803,0.000001450594,0.00001151779,0.000003748249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176366,"threshold_uncertainty_score":0.9131013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388975774","doi":"10.1093/rap/rkad080","title":"Current and future advances in practice: a practical approach to the diagnosis and management of primary central nervous system vasculitis","year":2023,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Immunosuppression; Vasculitis; Intensive care medicine; Disease; Pathology; Immunology","authors":[{"name":"Mats Junek","is_ca":true},{"name":"Kanjana Perera","is_ca":true},{"name":"Matthew Kiczek","is_ca":false},{"name":"Rula A. Hajj‐Ali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02663467060365817,"gpt":0.3689008567973607,"spread":0.3422661861937026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001283941,0.0005177591,0.00228518,0.0004088966,0.0001426148,0.00004005594,0.0002211049,0.0004556941,0.000004204749],"category_scores_gemma":[0.001198048,0.000357911,0.0002045441,0.001158561,0.0002520434,0.001232729,0.0003082976,0.001737101,0.00002044558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057169,"about_ca_system_score_gemma":0.0002751112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004345874,"about_ca_topic_score_gemma":0.00003495969,"domain_scores_codex":[0.9952973,0.001281867,0.00137631,0.0009406056,0.0004820696,0.000621908],"domain_scores_gemma":[0.9941998,0.003838429,0.001021833,0.0006054086,0.0001269201,0.0002076863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001208661,0.0005865945,0.0001885703,0.08090381,0.0007716593,0.0006801533,0.0004245608,0.00001840173,1.965945e-9,0.05171369,0.0002172695,0.8643744],"study_design_scores_gemma":[0.001064332,0.000121333,0.0004206891,0.03282867,0.003742623,0.01246783,0.005653335,0.0000191017,1.942917e-8,0.00004255884,0.9433317,0.000307833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001372451,0.9858599,0.0001867303,0.003285832,0.001130229,0.003357431,0.00005333171,0.00006390367,0.006048939],"genre_scores_gemma":[0.00004634032,0.9898122,0.007593249,0.00009109571,0.00009929392,0.002164869,0.0001140297,0.00006189504,0.00001704969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9431144,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091952092","doi":"10.1093/rap/rkaa063","title":"Feasibility, acceptability and change in health following a telephone-based cognitive behaviour therapy intervention for patients with axial spondyloarthritis","year":2020,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Versus Arthritis; British Society for Rheumatology","keywords":"Intervention (counseling); Thematic analysis; Psychology; Physical therapy; Coaching; Medicine; Health coaching; Family medicine; Qualitative research; Clinical psychology; Psychiatry; Psychotherapist","authors":[{"name":"Rebecca Pedley","is_ca":false},{"name":"Linda E. Dean","is_ca":false},{"name":"Ernest Choy","is_ca":false},{"name":"Karl Gaffney","is_ca":false},{"name":"Tanzeel Ijaz","is_ca":false},{"name":"Lesley Kay","is_ca":false},{"name":"Karina Lovell","is_ca":false},{"name":"Christine Molloy","is_ca":false},{"name":"Kathryn R. Martin","is_ca":false},{"name":"Jon Packham","is_ca":false},{"name":"Stefan Siebert","is_ca":true},{"name":"Raj Sengupta","is_ca":false},{"name":"Gary J. Macfarlane","is_ca":false},{"name":"Rosemary Hollick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02860292254258065,"gpt":0.3682300206957262,"spread":0.3396270981531455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003832577,0.0002049877,0.0006282902,0.00009018566,0.0001032017,0.00001276851,0.00004578924,0.00008430071,0.00002721428],"category_scores_gemma":[0.001428773,0.0001840964,0.00008224066,0.0002574509,0.0001211686,0.0007103361,0.00003765515,0.0002288381,0.000001731365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163895,"about_ca_system_score_gemma":0.00006991169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004875729,"about_ca_topic_score_gemma":0.002008314,"domain_scores_codex":[0.9982086,0.0002686385,0.0004710875,0.0005462511,0.0001670652,0.0003383018],"domain_scores_gemma":[0.9985679,0.0008083972,0.0002762044,0.0001186111,0.0001164384,0.0001124053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01087379,0.001634124,0.884063,0.0001825644,0.00004876328,0.00006329398,0.00141486,4.536884e-7,3.443331e-7,0.00001788396,0.000001368869,0.1016995],"study_design_scores_gemma":[0.05230765,0.005786245,0.9382216,0.0007419027,0.00005061087,0.00003976723,0.001868473,0.00004103377,0.00001508425,0.00005080058,0.0007000295,0.0001767712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794853,0.01419361,0.0002069379,0.002816109,0.0001707072,0.002992611,0.00007004958,0.00003299376,0.00003169867],"genre_scores_gemma":[0.9923725,0.003260996,0.00254176,0.001032441,0.00001121633,0.0006583687,0.0001000674,0.00002193878,7.385448e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015228,"threshold_uncertainty_score":0.7507235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226277062","doi":"10.1093/rap/rkac001","title":"The impact of COVID-19 on rheumatology training—results from the COVID-19 Global Rheumatology Alliance trainee survey","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Canadian Arthritis Patient Alliance","funders":"","keywords":"Medicine; Rheumatology; Pandemic; Internal medicine; Likert scale; Coronavirus disease 2019 (COVID-19); Family medicine; Curriculum; Medical education; Disease; Psychology; Infectious disease (medical specialty)","authors":[{"name":"Kristen Young","is_ca":false},{"name":"Su‐Ann Yeoh","is_ca":false},{"name":"Michael Putman","is_ca":false},{"name":"Sebastian E. Sattui","is_ca":false},{"name":"Richard Conway","is_ca":false},{"name":"Elizabeth R. Graef","is_ca":false},{"name":"Adam Kilian","is_ca":false},{"name":"Maximilian F. Konig","is_ca":false},{"name":"Jeffrey A. Sparks","is_ca":false},{"name":"Manuel F. Ugarte‐Gil","is_ca":false},{"name":"Laura Upton","is_ca":false},{"name":"Françis Berenbaum","is_ca":false},{"name":"Suleman Bhana","is_ca":false},{"name":"Wendy Costello","is_ca":false},{"name":"Jonathan S. Hausmann","is_ca":false},{"name":"Pedro Machado","is_ca":false},{"name":"Philip C. Robinson","is_ca":false},{"name":"Emily Sirotich","is_ca":true},{"name":"Paul Sufka","is_ca":false},{"name":"Jinoos Yazdany","is_ca":false},{"name":"Jean W. Liew","is_ca":false},{"name":"Rebecca Grainger","is_ca":false},{"name":"Zachary S. Wallace","is_ca":false},{"name":"Arundathi Jayatilleke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0370003964477641,"gpt":0.399573507995078,"spread":0.3625731115473139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005594527,0.0004587615,0.00125214,0.0001117047,0.0009320591,0.00002386101,0.0008403091,0.0002830938,0.0002601778],"category_scores_gemma":[0.1084221,0.0002944437,0.0003454833,0.001068471,0.001549003,0.000343168,0.0002243838,0.001167529,0.00002443762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007954584,"about_ca_system_score_gemma":0.002565766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028349,"about_ca_topic_score_gemma":0.006715478,"domain_scores_codex":[0.9901753,0.005738772,0.001714237,0.0009501138,0.000603548,0.0008180488],"domain_scores_gemma":[0.941818,0.05497377,0.001551947,0.001096774,0.0001861308,0.0003733643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0452401,0.002811601,0.7801151,0.0005520561,0.00131007,0.0002051129,0.02183596,0.04306938,0.00001598656,0.06222988,0.02786515,0.01474957],"study_design_scores_gemma":[0.04423749,0.009698899,0.3405112,0.0003345231,0.0003941378,0.01436353,0.09441145,0.006054895,0.000003716464,0.06660524,0.4216048,0.001780118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613073,0.02415549,0.001654212,0.1047017,0.001894269,0.002025497,0.001590387,0.0001586786,0.002512538],"genre_scores_gemma":[0.9812035,0.01498873,0.0004843721,0.00252756,0.000007840226,0.0002848579,0.0004312085,0.00003572148,0.00003624168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4396039,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214892967","doi":"10.1093/rap/rkac016","title":"Pain descriptors and determinants of pain sensitivity in knee osteoarthritis: a community-based cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; Physical therapy; Cross-sectional study; McGill Pain Questionnaire; Chronic pain; Knee pain; Quality of life (healthcare); Visual analogue scale; Alternative medicine","authors":[{"name":"Johanna E Vriezekolk","is_ca":false},{"name":"Yvonne Peters","is_ca":false},{"name":"Monique A. H. Steegers","is_ca":false},{"name":"E.N. Blaney Davidson","is_ca":false},{"name":"C.H.M. van den Ende","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199607880073318,"gpt":0.3364246223004212,"spread":0.3164638342930894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01074327,0.0001512328,0.0004639692,0.0002401194,0.0002614828,0.000008747781,0.00006211684,0.00006995083,0.00001847218],"category_scores_gemma":[0.004867685,0.0001623364,0.0000336745,0.0002857097,0.000148443,0.0003381091,0.000111814,0.0007145801,0.000001017655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297331,"about_ca_system_score_gemma":0.0001233911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185653,"about_ca_topic_score_gemma":0.00272927,"domain_scores_codex":[0.9909838,0.007774727,0.0004978994,0.0002626735,0.0002391738,0.0002416915],"domain_scores_gemma":[0.9938021,0.00551636,0.0002856712,0.0002665763,0.00007865243,0.0000506845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001405258,0.002673851,0.9800841,0.0001081997,0.00002979959,0.001135837,0.0008508111,0.0001806442,0.00004364991,0.00005796527,0.000001815668,0.01342811],"study_design_scores_gemma":[0.01258578,0.00672393,0.9602243,0.0001931965,0.00005180469,0.002089643,0.01384365,0.002491307,0.0000984406,0.0006218784,0.0008432599,0.0002327573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997531,0.001114977,0.0003454099,0.00007534509,0.0001752294,0.0006271232,0.00001569954,0.00002176394,0.00009342874],"genre_scores_gemma":[0.9971847,0.00007155565,0.001982698,0.0005035352,0.000002290484,0.0002141545,0.00001682723,0.0000147818,0.000009480781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01985971,"threshold_uncertainty_score":0.6619884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214628510","doi":"10.1093/rap/rkab083","title":"Colour Doppler ultrasound and the giant cell arteritis probability score for the diagnosis of giant cell arteritis: a Canadian single-centre experience","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Giant cell arteritis; Medicine; Vasculitis; Predictive value; Radiology; Systemic vasculitis; Arteritis; Cohort; Pathology; Internal medicine; Disease","authors":[{"name":"Farah Zarka","is_ca":false},{"name":"Maxime Rhéaume","is_ca":false},{"name":"M. Belhocine","is_ca":false},{"name":"Michelle Goulet","is_ca":false},{"name":"Guillaume Febrer","is_ca":false},{"name":"Anne-Marie Mansour","is_ca":false},{"name":"Yves Troyanov","is_ca":true},{"name":"Tara Starnino","is_ca":true},{"name":"Rosalie‐Sélène Meunier","is_ca":false},{"name":"Isabelle Chagnon","is_ca":false},{"name":"Nathalie Routhier","is_ca":false},{"name":"Valérie Bénard","is_ca":false},{"name":"Stéphanie Ducharme-Benard","is_ca":false},{"name":"Carolyn Ross","is_ca":false},{"name":"Jean‐Paul Makhzoum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01288239825084278,"gpt":0.2627402522144588,"spread":0.249857853963616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003904376,0.0001723397,0.0004497187,0.00005139222,0.0003056701,0.00003922572,0.0001411808,0.0001638258,0.0001900911],"category_scores_gemma":[0.002326529,0.0001156181,0.0001013979,0.0002571507,0.0008522734,0.0003572694,0.00003736424,0.0003731609,0.000004473631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009068634,"about_ca_system_score_gemma":0.0003735235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003232271,"about_ca_topic_score_gemma":0.03569231,"domain_scores_codex":[0.9982247,0.000332017,0.0004961186,0.0004001819,0.0001491775,0.0003978019],"domain_scores_gemma":[0.994373,0.004529899,0.0002565824,0.0004241471,0.0002766366,0.0001397284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00674168,0.01361758,0.5908298,0.008640568,0.002378351,0.006803645,0.1450112,0.0008336239,0.01063275,0.1197286,0.01659078,0.07819133],"study_design_scores_gemma":[0.05423803,0.001809298,0.08115338,0.00522247,0.003308755,0.0594819,0.2113818,0.002140997,0.02045798,0.01650915,0.5422317,0.002064459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731354,0.0732668,0.0006117105,0.04433178,0.0009847815,0.002899638,0.0002646784,0.00003557112,0.004469649],"genre_scores_gemma":[0.9670089,0.02829134,0.003310058,0.0007801709,0.00001378516,0.0004514303,0.00002944752,0.00001643107,0.00009847138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.525641,"threshold_uncertainty_score":0.9819038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395022891","doi":"10.1093/rap/rkae058","title":"BASDAI versus ASDAS in evaluating axial involvement in patients with psoriatic arthritis: a pooled analysis of two phase 3 studies","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Toronto Western Hospital; University of Toronto","funders":"Daiichi Sankyo Europe; Janssen Research and Development; Sun Pharma; Astellas Pharma; Eisai; Janssen Scientific Affairs; Chugai Pharmaceutical; Mitsubishi Tanabe Pharma Corporation; Celgene; Gilead Sciences; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Psoriatic arthritis; Dermatology; Arthritis; Internal medicine; Physical therapy","authors":[{"name":"Xenofon Baraliakos","is_ca":false},{"name":"Dafna D. Gladman","is_ca":true},{"name":"Soumya D. Chakravarty","is_ca":false},{"name":"Cinty Gong","is_ca":false},{"name":"M. Shawi","is_ca":false},{"name":"Emmanouil Rampakakis","is_ca":true},{"name":"Mitsumasa Kishimoto","is_ca":false},{"name":"Enrique R. Soriano","is_ca":false},{"name":"Philip J. Mease","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02644169565064063,"gpt":0.4124319800569394,"spread":0.3859902844062988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000706616,0.000231369,0.00107692,0.0008377997,0.00004526826,0.0000101517,0.00006632093,0.0000624536,0.00004198284],"category_scores_gemma":[0.002371784,0.0001961376,0.00007510875,0.001848191,0.0001506575,0.0006165646,0.00007010981,0.0003004701,0.000006979099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797494,"about_ca_system_score_gemma":0.0001201805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000301303,"about_ca_topic_score_gemma":0.008426491,"domain_scores_codex":[0.9976314,0.0003056567,0.0008201717,0.0004914298,0.0003992565,0.0003520761],"domain_scores_gemma":[0.9972361,0.002023429,0.0002731821,0.0002389314,0.0001852636,0.00004310645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01537177,0.004092315,0.7805487,0.0004278405,0.01057522,0.001138587,0.007325344,0.001434414,0.000005242283,0.002084362,0.00001242349,0.1769838],"study_design_scores_gemma":[0.5671371,0.03161968,0.2352814,0.02279455,0.03443136,0.0001916965,0.08087728,0.01999561,0.0001845074,0.00238987,0.003069139,0.002027752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862413,0.1119623,0.00002033585,0.0002636822,0.000575621,0.0005870229,0.00001600068,0.00002276834,0.0003110154],"genre_scores_gemma":[0.9774401,0.01969116,0.002509862,0.00005192869,0.000008352476,0.0002220502,0.00005481951,0.00001729833,0.000004417559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5517654,"threshold_uncertainty_score":0.7998257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120467246","doi":"10.1093/rap/rkaa080","title":"Disease impact of rheumatoid arthritis in patients not treated with advanced therapies; survey findings from the National Rheumatoid Arthritis Society","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Arthritis Society","funders":"Arthritis Society","keywords":"Medicine; Rheumatoid arthritis; Disease; Physical therapy; Demographics; Internal medicine; Arthritis; Descriptive statistics; Demography","authors":[{"name":"Elena Nikiphorou","is_ca":false},{"name":"Hannah Jacklin","is_ca":true},{"name":"Ailsa Bosworth","is_ca":true},{"name":"Clare Jacklin","is_ca":true},{"name":"Patrick Kiely","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01233727113450632,"gpt":0.3099608648776685,"spread":0.2976235937431622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001269445,0.0004809827,0.001209745,0.0001828039,0.0002250364,0.00006825872,0.0003215257,0.0002006851,0.0003230896],"category_scores_gemma":[0.007363467,0.0003660696,0.0002741161,0.001149815,0.0007248181,0.001767376,0.0001291555,0.0009059982,0.00002829023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859772,"about_ca_system_score_gemma":0.001174257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644785,"about_ca_topic_score_gemma":0.002941712,"domain_scores_codex":[0.9948803,0.001213107,0.001182205,0.0008283965,0.001097756,0.0007982794],"domain_scores_gemma":[0.991978,0.005426396,0.0005378117,0.0005682949,0.001224465,0.0002650463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00810785,0.00137169,0.9670084,0.00002779746,0.0005053429,0.0001292639,0.001205696,0.0002065712,0.000118704,0.0004793173,0.0003543297,0.02048509],"study_design_scores_gemma":[0.01837233,0.0006144405,0.97119,0.002667108,0.000004052014,0.00030035,0.00107418,0.0002002804,0.0004012669,0.000515548,0.004234046,0.0004264525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145014,0.0826723,0.00004847218,0.001175812,0.0001132679,0.0006814034,0.00049796,0.00005238714,0.0002569993],"genre_scores_gemma":[0.5936742,0.4046034,0.0009131793,0.0002393405,0.000004269475,0.000100348,0.0004188141,0.00004013111,0.000006330837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3219311,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294682221","doi":"10.1093/rap/rkac074","title":"Mindfulness-based stress reduction to improve depression, pain and high patient global assessment in controlled rheumatoid arthritis","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Mindfulness; Medicine; Coping (psychology); Anxiety; Mindfulness-based stress reduction; Physical therapy; Clinical psychology; Psychiatry","authors":[{"name":"Isabelle Gaboury","is_ca":true},{"name":"Patricia L. Dobkin","is_ca":true},{"name":"Françoise Gendron","is_ca":true},{"name":"Pasquale Roberge","is_ca":true},{"name":"Marie-Claude Beaulieu","is_ca":true},{"name":"Nathalie Carrier","is_ca":true},{"name":"Pierre Dagenais","is_ca":true},{"name":"Sophie Roux","is_ca":true},{"name":"Gilles Boire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006255424581596896,"gpt":0.3234081104881906,"spread":0.3171526859065937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578766,0.0002660544,0.0006881444,0.0003076151,0.0003236644,0.00003834987,0.0002614841,0.0001287193,0.002840048],"category_scores_gemma":[0.0008385145,0.0002759346,0.000083789,0.0005554046,0.0000959443,0.0004296541,0.0002257621,0.0006680186,0.00001530377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274752,"about_ca_system_score_gemma":0.0001247225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103867,"about_ca_topic_score_gemma":0.0005894364,"domain_scores_codex":[0.9941309,0.003182601,0.001068074,0.0007972364,0.0003324934,0.000488708],"domain_scores_gemma":[0.9972366,0.001430885,0.0006507628,0.0004556758,0.00009926641,0.0001267912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007039263,0.003617615,0.05761439,0.00005495785,0.0001158024,0.0003125886,0.0006633152,0.00732634,0.000006649036,0.1487907,0.002028996,0.7724294],"study_design_scores_gemma":[0.1712785,0.01423123,0.06578292,0.004698874,0.0002491106,0.008636635,0.2509214,0.02011562,0.002869518,0.1403394,0.3149374,0.005939395],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790912,0.009365943,0.09306624,0.005456549,0.006957297,0.002146787,0.0002574844,0.0001052888,0.003553185],"genre_scores_gemma":[0.9800379,0.00003646481,0.001102194,0.0003052121,0.000008862587,0.01842239,0.00002972798,0.00001968619,0.0000375381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.76649,"threshold_uncertainty_score":0.9999693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323838569","doi":"10.1093/rap/rkad028","title":"Psychometric testing of the British English Workplace Activity Limitations Scale in four rheumatic and musculoskeletal conditions","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Norfolk and Norwich University Hospitals NHS Foundation Trust; National Institute for Health and Care Research; Solent NHS Trust; North Bristol NHS Trust; Sheffield Teaching Hospitals NHS Foundation Trust; Swansea Bay University Health Board; NHS Greater Glasgow and Clyde","keywords":"Rasch model; Medicine; Intraclass correlation; Debriefing; Physical therapy; Test (biology); Scale (ratio); Reliability (semiconductor); Construct validity; Psychometrics; Concurrent validity; Differential item functioning; Internal consistency; Clinical psychology; Psychology; Item response theory; Medical education; Developmental psychology; Cartography","authors":[{"name":"Alison Hammond","is_ca":false},{"name":"Alan Tennant","is_ca":false},{"name":"Angela Ching","is_ca":false},{"name":"Jennifer Parker","is_ca":false},{"name":"Yeliz Prior","is_ca":false},{"name":"Monique A. M. Gignac","is_ca":true},{"name":"Suzanne Verstappen","is_ca":false},{"name":"Rachel O’Brien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01566339370429867,"gpt":0.3100098968744963,"spread":0.2943465031701976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001138257,0.0001142901,0.0003536621,0.0002953509,0.0003574576,0.0000184878,0.0001167642,0.00007044049,0.00002203086],"category_scores_gemma":[0.02533724,0.0001139107,0.00006860089,0.002145396,0.0003032477,0.0006291171,0.0001082799,0.0006956221,0.000001431496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110067,"about_ca_system_score_gemma":0.0001107814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682375,"about_ca_topic_score_gemma":0.0007022952,"domain_scores_codex":[0.9979198,0.000826953,0.0004579184,0.0002987954,0.0002739713,0.0002225856],"domain_scores_gemma":[0.9918675,0.007319168,0.0003648888,0.0002529073,0.0001472761,0.00004825896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001592264,0.0009899103,0.9512426,0.001076628,0.00004003359,0.000004885859,0.001299088,0.002257731,0.0003028739,0.0006121649,0.0001335276,0.04188132],"study_design_scores_gemma":[0.00218981,0.0003102499,0.9838744,0.0006184456,0.00005613039,0.0005866351,0.006421235,0.001652502,0.00000981094,0.001480276,0.002634466,0.0001660289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867544,0.002806213,0.0001019693,0.001273497,0.0004554617,0.0006497226,0.000008962417,0.00002993669,0.007919847],"genre_scores_gemma":[0.9945744,0.001509445,0.003512668,0.00008383006,0.0000064163,0.0002200696,0.000005508899,0.0000140959,0.00007362598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04171529,"threshold_uncertainty_score":0.9828727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398763327","doi":"10.1093/rap/rkae061","title":"Disease-specific definitions of new bone formation on spine radiographs: a systematic literature review","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Celgene; Sanofi; Pfizer","keywords":"Medicine; Disease; Radiography; SPINE (molecular biology); Pathology; Radiology; Bioinformatics","authors":[{"name":"Ümmügülsüm Gazel","is_ca":true},{"name":"Gizem Ayan","is_ca":true},{"name":"Nicole Hryciw","is_ca":true},{"name":"Jean-Philippe Delorme","is_ca":true},{"name":"Elliot Hepworth","is_ca":true},{"name":"Marcos Loreto Sampaio","is_ca":true},{"name":"Zaid Jibri","is_ca":true},{"name":"Jacob Karsh","is_ca":true},{"name":"Sibel Zehra Aydın","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02309544314038408,"gpt":0.3224597467810929,"spread":0.2993643036407088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266765,0.0001650802,0.0006500485,0.0002788163,0.00005123433,0.00001532101,0.00004736698,0.00005683906,0.00002899785],"category_scores_gemma":[0.001122318,0.000127211,0.0001323638,0.0008321152,0.00005772653,0.0007343733,0.00001741659,0.000233042,0.00006259062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005583336,"about_ca_system_score_gemma":0.00004805806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002560378,"about_ca_topic_score_gemma":0.000007135164,"domain_scores_codex":[0.998644,0.0001340378,0.0006072028,0.0002425419,0.0001976283,0.0001745782],"domain_scores_gemma":[0.9987251,0.0005935763,0.0002134096,0.0002921615,0.00009059515,0.00008515114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001224262,0.001380802,0.001545077,0.6028662,0.0007433578,0.008054395,0.00175294,0.00001619695,0.00001596438,0.3551249,0.01082255,0.01645339],"study_design_scores_gemma":[0.002678029,0.0006099888,0.0005726315,0.8844693,0.001155403,0.01268123,0.0005597203,0.00006204555,0.00001777692,0.003741482,0.09320401,0.0002484376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001130226,0.9896768,0.0003098313,0.004330079,0.0004091935,0.000925452,0.00002310215,0.00006150415,0.003133817],"genre_scores_gemma":[0.09891178,0.8982481,0.002116652,0.000392569,0.00001306704,0.0001707018,0.00008294979,0.00001408485,0.00005008515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3513834,"threshold_uncertainty_score":0.5187512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319919563","doi":"10.1093/rap/rkad021","title":"Vitamin D status in ANCA-associated vasculitis","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Mount Sinai Hospital","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Granulomatosis with polyangiitis; Microscopic polyangiitis; Vitamin D and neurology; Internal medicine; Vasculitis; Gastroenterology; Univariate analysis; vitamin D deficiency; Vitamin; Eosinophilic; Disease; Multivariate analysis; Pathology","authors":[{"name":"Irena Doubelt","is_ca":true},{"name":"David Cuthbertson","is_ca":false},{"name":"Simon Carette","is_ca":true},{"name":"Nader Khalidi","is_ca":true},{"name":"Curry L. Koening","is_ca":false},{"name":"Carol A. Langford","is_ca":false},{"name":"Carol A. McAlear","is_ca":false},{"name":"Larry W. Moreland","is_ca":false},{"name":"Paul A. Monach","is_ca":false},{"name":"Philip Seo","is_ca":false},{"name":"Ulrich Specks","is_ca":false},{"name":"Kenneth J. Warrington","is_ca":false},{"name":"Peter A. Merkel","is_ca":false},{"name":"Christian Pagnoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00694654300432649,"gpt":0.2930149122290795,"spread":0.286068369224753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006294306,0.0001448758,0.0004506916,0.0003099162,0.0001796466,0.000007620584,0.0001062745,0.0001281938,0.0007290285],"category_scores_gemma":[0.002224163,0.000154244,0.00008028295,0.0008450734,0.00010093,0.0005782692,0.0001004738,0.001129226,0.00004623501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352489,"about_ca_system_score_gemma":0.0002079016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003954648,"about_ca_topic_score_gemma":0.0003805243,"domain_scores_codex":[0.9977261,0.0006154993,0.0004981798,0.0003672204,0.000277706,0.0005152687],"domain_scores_gemma":[0.9983836,0.0009752198,0.0002251353,0.0002700283,0.00005603991,0.00008990962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001224811,0.00544029,0.8482705,0.0002154782,0.0007646956,0.006844858,0.006191767,0.005575622,0.0001235936,0.06721369,0.003077808,0.05505691],"study_design_scores_gemma":[0.02540842,0.001004997,0.1557718,0.000414945,0.0003277488,0.009391307,0.01835404,0.001175297,0.00003843358,0.00577272,0.7816259,0.0007143764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939226,0.03945696,0.0001382429,0.01008696,0.001743448,0.0009021233,0.00009112905,0.0001900151,0.05346853],"genre_scores_gemma":[0.9763347,0.02136697,0.0009248974,0.000685251,0.000006285386,0.0002504588,0.0001426278,0.0000229119,0.0002659095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785481,"threshold_uncertainty_score":0.7982351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911343568","doi":"10.1093/rap/rky051","title":"Characteristics and outcomes in a prospective cohort of patients with histologically diagnosed aortitis","year":2019,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Aortitis; Prospective cohort study; Surgery; Aortic dissection; Cohort; Aortic aneurysm; Incidence (geometry); Stenosis; Thoracic aortic aneurysm; Aortic arch; Radiology; Aorta; Internal medicine","authors":[{"name":"Hart A Goldhar","is_ca":true},{"name":"Kyle M. Walker","is_ca":true},{"name":"Mohamed Abdelrazek","is_ca":true},{"name":"Eric C. Bélanger","is_ca":true},{"name":"Munir Boodhwani","is_ca":true},{"name":"Nataliya Milman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002912019092280732,"gpt":0.2609862710304093,"spread":0.2580742519381286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001753921,0.0001160757,0.0005621957,0.0001237007,0.00002263302,0.000003327823,0.00003685016,0.00009368073,0.00006942335],"category_scores_gemma":[0.001705398,0.00009002157,0.00002587813,0.0001537741,0.0001591013,0.0003542335,0.00002558512,0.0002476062,0.00001164347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006764564,"about_ca_system_score_gemma":0.00006079865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007105675,"about_ca_topic_score_gemma":0.0001147623,"domain_scores_codex":[0.9989967,0.00008774876,0.0003635099,0.0002473403,0.0001338101,0.0001708859],"domain_scores_gemma":[0.9986053,0.0007490183,0.0002765421,0.0001778388,0.0001560374,0.0000352343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003644943,0.0006391491,0.9939901,0.00008894138,0.00008019627,0.00006385902,0.0002084211,0.000002695464,0.000001908105,0.003856573,0.000001990194,0.000701692],"study_design_scores_gemma":[0.003218068,0.0004603762,0.9948361,0.0001167912,0.00008400215,0.000123702,0.0001283749,0.00001800964,0.000004870965,0.0001757953,0.0007346894,0.0000992069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946725,0.0003185017,0.0001472201,0.0001588992,0.0001202095,0.0008116063,0.000009027476,0.00001696244,0.003745038],"genre_scores_gemma":[0.996802,0.00155081,0.001350531,0.0001404434,0.000001484235,0.00008491771,0.0000225852,0.000009662557,0.00003762083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003707417,"threshold_uncertainty_score":0.3670973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198245938","doi":"10.1093/rap/rkab070","title":"Use of subcutaneous immunoglobulin in inflammatory myositis","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Myositis; Antibody; Immunoglobulin G; Immunology; Dermatology; Pathology","authors":[{"name":"Alan Liang Zhou","is_ca":false},{"name":"Nancy Maltez","is_ca":true},{"name":"Catherine Ivory","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009764395449338001,"gpt":0.287131494219326,"spread":0.277367098769988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784438,0.0002096804,0.0007135038,0.0002453454,0.00004541492,0.00002009769,0.000105937,0.000254607,0.0001403309],"category_scores_gemma":[0.002949153,0.0002300164,0.00008724441,0.0004802155,0.0002083659,0.001323805,0.0001071064,0.0005860945,0.00004999606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118292,"about_ca_system_score_gemma":0.000347827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197822,"about_ca_topic_score_gemma":0.00021129,"domain_scores_codex":[0.9976328,0.0003263032,0.001002393,0.000375824,0.0002571185,0.0004055408],"domain_scores_gemma":[0.9969732,0.001733049,0.0004014564,0.000517096,0.0002981453,0.00007701914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004536321,0.0009460798,0.8399966,0.001498229,0.0001683887,0.08551168,0.002119526,0.0007641717,0.003877839,0.03631035,0.0003543654,0.02391641],"study_design_scores_gemma":[0.009760481,0.0006011434,0.1401182,0.004627756,0.0002652347,0.2521599,0.007071455,0.0009163335,0.01926786,0.001879844,0.5620357,0.001296133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684762,0.02293236,0.0001016041,0.001306086,0.0005486867,0.0002815733,0.000009596622,0.00005328465,0.006290589],"genre_scores_gemma":[0.9671484,0.02398574,0.007994181,0.0006728526,0.00001291948,0.00003213007,0.00002376791,0.00003070619,0.00009935447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6998785,"threshold_uncertainty_score":0.9379798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408446886","doi":"10.1093/rap/rkaf033","title":"Osteoarthritis after major combat trauma: the Armed Services Trauma Rehabilitation Outcome Study","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Osteoarthritis; Rehabilitation; Physical therapy; Alternative medicine; Pathology","authors":[{"name":"Fearghal P. Behan","is_ca":true},{"name":"Alexander N. Bennett","is_ca":false},{"name":"Fraje Watson","is_ca":false},{"name":"Susie Schofield","is_ca":false},{"name":"Eleanor F. Miller","is_ca":false},{"name":"Oliver O’Sullivan","is_ca":false},{"name":"Christopher J. Boos","is_ca":false},{"name":"Nicola T. Fear","is_ca":false},{"name":"Paul Cullinan","is_ca":false},{"name":"Philip G. Conaghan","is_ca":false},{"name":"Anthony M. J. Bull","is_ca":false},{"name":"Maria‐Benedicta Edwards","is_ca":false},{"name":"Helen Blackman","is_ca":false},{"name":"Melanie Chesnokov","is_ca":false},{"name":"Emma Coady","is_ca":false},{"name":"Sarah Evans","is_ca":false},{"name":"Guy Fraser","is_ca":false},{"name":"Meliha Kaya-Barge","is_ca":false},{"name":"Maija Maskuniitty","is_ca":false},{"name":"David Pernet","is_ca":false},{"name":"Helen Prentice","is_ca":false},{"name":"Urszula Pucilowska","is_ca":false},{"name":"Stefan Sprinckmoller","is_ca":false},{"name":"Lajli Varsani","is_ca":false},{"name":"Anna Verey","is_ca":false},{"name":"Molly Waldron","is_ca":false},{"name":"Danny Weston","is_ca":false},{"name":"Tass White","is_ca":false},{"name":"Seamus Wilson","is_ca":false},{"name":"Louise Young","is_ca":false},{"name":"Dan Dyball","is_ca":false},{"name":"I Gibb","is_ca":false},{"name":"David Gray","is_ca":false},{"name":"Edward Sellon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006976811228839341,"gpt":0.3426253366887077,"spread":0.3356485254598683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000770838,0.0002656079,0.0006580981,0.0002098333,0.000227469,0.00001910152,0.0002053107,0.000126036,0.0000642761],"category_scores_gemma":[0.001506486,0.0001959251,0.0001120919,0.0005938197,0.000285571,0.0007586804,0.00008963337,0.000536123,0.0000490334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008020346,"about_ca_system_score_gemma":0.0000403532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000342519,"about_ca_topic_score_gemma":0.007085041,"domain_scores_codex":[0.9974379,0.0005548876,0.0008556945,0.0004970286,0.0002695772,0.0003849124],"domain_scores_gemma":[0.996635,0.002359105,0.0002074615,0.0005311923,0.0002195688,0.00004765071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002154462,0.00107705,0.8998717,0.0005441962,0.0002221797,0.0001394611,0.01213608,0.00001390422,0.00000964522,0.001162291,0.0001128837,0.08255614],"study_design_scores_gemma":[0.006414526,0.001015207,0.8387446,0.0004748566,0.0004094073,0.0002925754,0.0958358,0.00001813735,0.00003148692,0.0009693251,0.05553702,0.0002570706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372618,0.03302728,0.00003903633,0.01348146,0.001688776,0.001284652,0.000006123368,0.00009579911,0.01311511],"genre_scores_gemma":[0.9958386,0.001439594,0.0007736705,0.001005609,0.00001796706,0.0007105033,0.000005653178,0.00001839637,0.0001899589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08369972,"threshold_uncertainty_score":0.7989595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409584267","doi":"10.1093/rap/rkae147","title":"AI for imaging evaluation in rheumatology: applications of radiomics and computer vision—current status, future prospects and potential challenges","year":2025,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Technische Universität München","keywords":"Medicine; Radiomics; Modalities; Rheumatology; Immune status; Medical physics; Medical imaging; Intensive care medicine; Internal medicine; Radiology; Immune system; Immunology","authors":[{"name":"Lina Xu","is_ca":false},{"name":"Keno K. Bressem","is_ca":false},{"name":"Lisa C. Adams","is_ca":false},{"name":"Denis Poddubnyy","is_ca":true},{"name":"Fabian Proft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01489335528903889,"gpt":0.4048691339774202,"spread":0.3899757786883813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001283682,0.0003430855,0.001901005,0.0007669821,0.00009284831,0.00002839766,0.0001358449,0.0002571101,0.000004837153],"category_scores_gemma":[0.0009824854,0.0003084994,0.0000988741,0.000331025,0.000349532,0.0006113327,0.000138914,0.0007399453,0.00000116359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121008,"about_ca_system_score_gemma":0.0007128065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001273034,"about_ca_topic_score_gemma":0.00005962212,"domain_scores_codex":[0.9969987,0.000625313,0.0009891597,0.0006917301,0.000263301,0.000431855],"domain_scores_gemma":[0.9962814,0.002330396,0.0006176127,0.0003380025,0.0003325768,0.00009995862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002242934,0.0002459696,0.0006033573,0.03755819,0.0001049042,0.000008725659,0.0002277905,0.000002630354,8.746397e-8,0.01873351,0.00005088066,0.9422396],"study_design_scores_gemma":[0.003375741,0.0001697314,0.0001033176,0.02590489,0.000161178,0.002097693,0.0004179468,0.00144429,2.692261e-7,0.003178548,0.9628924,0.0002539597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005195581,0.9915196,0.002458643,0.001407164,0.000431542,0.00399827,0.00004495568,0.00002250251,0.00006538881],"genre_scores_gemma":[0.000574735,0.9925578,0.005167304,0.00002316949,0.00002149969,0.001475261,0.0001493278,0.00002855945,0.000002403493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9628416,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995195892","doi":"10.1093/rap/rkz049","title":"Intensity of spinal inflammation is associated with radiological structural damage in patients with active axial spondyloarthritis","year":2019,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Hong Kong","keywords":"Medicine; Ankylosing spondylitis; Univariate analysis; Effective diffusion coefficient; Radiography; Internal medicine; Bayesian multivariate linear regression; Linear regression; Spondylitis; Multivariate analysis; Nuclear medicine; Magnetic resonance imaging; Radiology","authors":[{"name":"Jin Xian Huang","is_ca":false},{"name":"Ho Yin Chung","is_ca":false},{"name":"Eva Tze Fung Chui","is_ca":false},{"name":"Kam Ho Lee","is_ca":false},{"name":"Shirley Chiu Wai Chan","is_ca":false},{"name":"Helen Hoi Lun Tsang","is_ca":false},{"name":"Alexandra Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005091245259427671,"gpt":0.2657081702470476,"spread":0.26061692498762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001463932,0.0002001533,0.000734548,0.0001411322,0.00004470592,0.000004924266,0.00006624501,0.0001420967,0.00007921465],"category_scores_gemma":[0.0008554238,0.0001470905,0.00003181466,0.0003277631,0.0002372249,0.0007984372,0.00004655346,0.0003798238,0.000009874678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517016,"about_ca_system_score_gemma":0.00005967589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009005555,"about_ca_topic_score_gemma":0.0004407779,"domain_scores_codex":[0.9985687,0.0001522768,0.0003755971,0.0003503727,0.0002572624,0.0002958086],"domain_scores_gemma":[0.9986521,0.0003659905,0.0004427265,0.0001947119,0.0003001969,0.00004428571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02231873,0.0002670448,0.9700041,0.00003540397,0.0001605562,0.0002288038,0.00053171,0.00002654937,0.000009397696,0.0004051705,0.00000305565,0.006009507],"study_design_scores_gemma":[0.01655706,0.003839751,0.9770182,0.0006670699,0.00006436729,0.000274218,0.0009501899,0.00003408951,0.0001111297,0.0001328307,0.0001954831,0.0001556265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970349,0.0005285906,0.000004610663,0.0002668559,0.0001529063,0.0006496538,0.00002316508,0.0000185533,0.001320774],"genre_scores_gemma":[0.9984941,0.0004375749,0.0008624339,0.00007808483,0.000005300636,0.00002176096,0.00007681616,0.00001271618,0.00001123771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007014108,"threshold_uncertainty_score":0.5998176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213159855","doi":"10.1093/rap/rkac013","title":"Lessons from experiences of accessing healthcare during the pandemic for remobilizing rheumatology services: a national mixed methods study","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Versus Arthritis; British Society for Rheumatology","keywords":"Medicine; Health care; Anxiety; Depression (economics); Family medicine; Pandemic; Quarter (Canadian coin); Rheumatology; Disease; Coronavirus disease 2019 (COVID-19); Internal medicine; Psychiatry","authors":[{"name":"LaKrista Morton","is_ca":false},{"name":"Kevin Stelfox","is_ca":false},{"name":"Marcus Beasley","is_ca":false},{"name":"Gareth T. Jones","is_ca":false},{"name":"Gary J. Macfarlane","is_ca":false},{"name":"Peter Murchie","is_ca":false},{"name":"John Paton","is_ca":false},{"name":"Rosemary Hollick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07855759179155786,"gpt":0.527938894620388,"spread":0.4493813028288302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003543831,0.0002176123,0.0008399712,0.0002789173,0.0007832474,0.00001796093,0.0004259854,0.0001201984,0.0000548824],"category_scores_gemma":[0.005570152,0.0001815664,0.00008720403,0.0006059372,0.00018179,0.0007279234,0.0003152021,0.000776452,9.134684e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004137652,"about_ca_system_score_gemma":0.0009917037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458052,"about_ca_topic_score_gemma":0.002291147,"domain_scores_codex":[0.9949996,0.002378605,0.001047,0.0006078386,0.0004814231,0.0004854972],"domain_scores_gemma":[0.9839987,0.01412348,0.00102094,0.0004222686,0.0003336183,0.0001009982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005517402,0.001355176,0.7067814,0.002552057,0.0003066307,0.00006918569,0.2336446,0.0006877177,0.0004478893,0.003109839,0.00002515582,0.04550291],"study_design_scores_gemma":[0.005083899,0.0008501083,0.04265495,0.0005142959,0.0001384083,0.002307182,0.9293477,0.00161107,0.0002285515,0.003660784,0.01327858,0.0003244714],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969559,0.01678373,0.0009845207,0.01008557,0.001113109,0.001305155,0.00002859106,0.00006731909,0.00007303678],"genre_scores_gemma":[0.983862,0.00223528,0.01150672,0.001156582,0.00001721955,0.001164028,0.00002290897,0.00002703864,0.000008192405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6957031,"threshold_uncertainty_score":0.7404062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811144379","doi":"10.1093/rap/rky020","title":"Ophthalmoplegia in an elderly woman with giant cell arteritis","year":2018,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Giant cell arteritis; Dermatology; Pathology; Vasculitis; Disease","authors":[{"name":"R. P. Quinn","is_ca":true},{"name":"Christine Hawkes","is_ca":true},{"name":"Amina Lodhi","is_ca":true},{"name":"Shangguo Tang","is_ca":true},{"name":"Karen Beattie","is_ca":true},{"name":"Brian van Adel","is_ca":true},{"name":"Maggie Larché","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006872435705616604,"gpt":0.3011497685881102,"spread":0.2942773328824936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084865,0.0001555455,0.0003517205,0.0001958512,0.00008740496,0.00001651127,0.0001061546,0.0001791968,0.0002699335],"category_scores_gemma":[0.0001824624,0.0001314369,0.00002750443,0.0003611578,0.0003037484,0.001219794,0.00002101038,0.0005099019,0.0001271904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005244466,"about_ca_system_score_gemma":0.0001107603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070057,"about_ca_topic_score_gemma":0.0006715466,"domain_scores_codex":[0.9985928,0.0001851549,0.0003410202,0.0003788778,0.000143049,0.0003591149],"domain_scores_gemma":[0.9990159,0.0002392866,0.0001557407,0.0003536507,0.000123888,0.0001115045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006585053,0.009152588,0.8080699,0.0009172148,0.0004170692,0.03559716,0.01502634,0.0002090769,0.003696101,0.04026131,0.001101529,0.07896662],"study_design_scores_gemma":[0.04488545,0.02815505,0.4144168,0.005142247,0.0007391243,0.2540533,0.03422294,0.002284604,0.002995787,0.006211281,0.2043521,0.002541436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548227,0.003259048,0.0004012208,0.002671218,0.0003432583,0.0003182073,0.00000463505,0.00005740662,0.0381223],"genre_scores_gemma":[0.9860459,0.002982231,0.01036656,0.0003405018,0.00002468557,0.00005623273,0.00002244145,0.00002288602,0.000138549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3936532,"threshold_uncertainty_score":0.5359842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404092029","doi":"10.1093/rap/rkae135","title":"Recording of non-musculoskeletal manifestations, comorbidities and safety outcomes in European spondyloarthritis registries: a survey","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Novartis Pharma","keywords":"Medicine; Musculoskeletal pain; Axial spondyloarthritis; Musculoskeletal disease; Physical therapy; Comorbidity; Ankylosing spondylitis; MEDLINE; Intensive care medicine; Internal medicine; Disease; Sacroiliitis","authors":[{"name":"Zohra F. Ahmadzay","is_ca":false},{"name":"J. Heberg","is_ca":false},{"name":"Jacob Brauner Jørgensen","is_ca":false},{"name":"Lykke Midtbøll Ørnbjerg","is_ca":false},{"name":"Mikkel Østergaard","is_ca":false},{"name":"Signe Møller-Bisgaard","is_ca":false},{"name":"Brigitte Michelsen","is_ca":false},{"name":"Anne Gitte Loft","is_ca":false},{"name":"Gareth T. Jones","is_ca":false},{"name":"Pasoon Hellamand","is_ca":false},{"name":"Almut Scherer","is_ca":false},{"name":"Michael J. Nissen","is_ca":false},{"name":"Karel Pavelká","is_ca":false},{"name":"Jakub Závada","is_ca":false},{"name":"Karin Laas","is_ca":false},{"name":"Sigrid Vorobjov","is_ca":false},{"name":"Dan Nordström","is_ca":false},{"name":"Tuulikki Sokka‐Isler","is_ca":false},{"name":"Anne C. Regierer","is_ca":false},{"name":"Andreas Reich","is_ca":false},{"name":"Björn Guðbjörnsson","is_ca":false},{"name":"Katrin Thorarinsdottir","is_ca":false},{"name":"Florenzo Iannone","is_ca":false},{"name":"Ennio Giulio Favalli","is_ca":false},{"name":"Marleen van de Sande","is_ca":true},{"name":"Sella Aarrestad Provan","is_ca":false},{"name":"Tore K Kvien","is_ca":false},{"name":"Ana Maria Rodrigues","is_ca":false},{"name":"Cátia F. Gonçalves","is_ca":false},{"name":"Cătălin Codreanu","is_ca":false},{"name":"Corina Mogoşan","is_ca":false},{"name":"Žiga Rotar","is_ca":false},{"name":"Katja Perdan Pirkmajer","is_ca":false},{"name":"Isabel Castrejón","is_ca":false},{"name":"Lucia Otero Varela","is_ca":false},{"name":"Daniela Di Giuseppe","is_ca":false},{"name":"Johan K. Wallman","is_ca":false},{"name":"Adrian Ciurea","is_ca":false},{"name":"Burkhard Möller","is_ca":false},{"name":"G. Kenar","is_ca":false},{"name":"Tuba Demirci Yıldırım","is_ca":false},{"name":"Gary J. Macfarlane","is_ca":false},{"name":"Ovidiu Rotariu","is_ca":false},{"name":"Bente Glintborg","is_ca":false},{"name":"Merete Lund Hetland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0119464918649373,"gpt":0.3358860138126233,"spread":0.323939521947686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000908114,0.0001788849,0.000568854,0.0002471319,0.00006858466,0.00001673159,0.00005800975,0.0000607864,0.00002796156],"category_scores_gemma":[0.002586369,0.0001677363,0.00004998313,0.0003314209,0.0002561802,0.0006724031,0.00007173092,0.00028747,0.00001364465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006539254,"about_ca_system_score_gemma":0.00006469242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228796,"about_ca_topic_score_gemma":0.003538978,"domain_scores_codex":[0.998266,0.0004133305,0.0005916153,0.0003450264,0.0001386352,0.0002454398],"domain_scores_gemma":[0.9963435,0.003193739,0.0001539815,0.0001927714,0.00007086459,0.00004515408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006423661,0.0002096089,0.9477696,0.000498997,0.0001477728,0.003212692,0.0009252473,0.000005451086,0.000005208574,0.003400438,0.00009713982,0.04308541],"study_design_scores_gemma":[0.005359307,0.0006716685,0.9475695,0.002677948,0.0001189757,0.005065611,0.006174329,0.00008043433,0.00001356426,0.0004861126,0.0314816,0.000300965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363437,0.0476509,0.000156273,0.00153795,0.0006738348,0.0004052798,0.0001410069,0.00004996555,0.01304114],"genre_scores_gemma":[0.9079739,0.09008617,0.001655873,0.0000422916,0.000006519384,0.00002495658,0.00006381053,0.00002258652,0.0001238171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04278445,"threshold_uncertainty_score":0.6840089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041219473","doi":"10.1093/rap/rkaa032","title":"Systematic literature review of non-topical treatments for early, untreated (systemic therapy naïve) psoriatic disease: a GRAPPA initiative","year":2020,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"National Health and Medical Research Council; University of South Australia; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Dactylitis; Enthesitis; Apremilast; Psoriatic arthritis; Psychological intervention; Disease; Physical therapy; Psoriasis; Enthesopathy; Clinical trial; Dermatology; Internal medicine; Arthritis","authors":[{"name":"Gabriele De Marco","is_ca":false},{"name":"Anna Berekméri","is_ca":false},{"name":"Laura C. Coates","is_ca":false},{"name":"Sayam Dubash","is_ca":false},{"name":"Jenny Emmel","is_ca":false},{"name":"Dafna D. Gladman","is_ca":true},{"name":"Ennio Lubrano","is_ca":false},{"name":"Dennis McGonagle","is_ca":false},{"name":"Farrouq Mahmood","is_ca":false},{"name":"Antonio Marchesoni","is_ca":false},{"name":"Laura Mason","is_ca":false},{"name":"Alexis Ogdie","is_ca":false},{"name":"Miriam Wittmann","is_ca":false},{"name":"Philip Helliwell","is_ca":false},{"name":"Helena Marzo‐Ortega","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0220326363419317,"gpt":0.3819751106726014,"spread":0.3599424743306697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003258573,0.0008117436,0.00691563,0.0002562156,0.0000945635,0.00001795,0.0002360605,0.0003625962,0.00001497421],"category_scores_gemma":[0.004106194,0.000552752,0.0008216074,0.0009771024,0.0001299308,0.0004041374,0.0000664324,0.0005149239,0.0000351221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694419,"about_ca_system_score_gemma":0.0004270713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007118385,"about_ca_topic_score_gemma":0.000002655725,"domain_scores_codex":[0.9952702,0.001019461,0.002099449,0.0008109214,0.0003563458,0.0004436501],"domain_scores_gemma":[0.9926255,0.003836059,0.00229347,0.0006465666,0.0003993178,0.0001990354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006587285,0.0006102723,0.0003026475,0.847283,0.004619024,0.001269481,0.0003331497,4.623216e-8,1.676686e-8,0.0003135806,0.00007159485,0.1445384],"study_design_scores_gemma":[0.004239279,0.0009007427,0.00001930086,0.8325103,0.009633697,0.002376424,0.00008807086,0.000002951794,2.055677e-7,0.00004794723,0.1498776,0.0003034454],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001462431,0.9878888,0.0000435572,0.0002584207,0.000496473,0.01065905,0.0003175116,0.00004530782,0.0002763023],"genre_scores_gemma":[0.0001050819,0.9927078,0.0007596182,0.0002425438,0.00003724412,0.005483767,0.0005286622,0.00008390558,0.00005131549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.149806,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398469619","doi":"10.1093/rap/rkae066","title":"Risk factors for prevalent and incident hypertension in rheumatoid arthritis: data from the Canadian Early Arthritis Cohort","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Université de Sherbrooke; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Manitoba; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Lawson Health Research Institute; Centre Hospitalier Universitaire de Sherbrooke; Arthritis Research Centre of Canada; University of Calgary; McGill University","funders":"Eli Lilly Canada; Pfizer Pharmaceuticals; Sanofi Genzyme; Pfizer Canada; Bristol-Myers Squibb Canada; Samsung; Merck Canada; Medac; Celltrion; Mylan; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Celltrion Healthcare; Teva Pharmaceutical Industries; Gilead Sciences; Janssen Canada; Amgen Canada; Sanofi; Amgen; Pfizer; Celgene","keywords":"Medicine; Rheumatoid arthritis; Cohort; Arthritis; Internal medicine; Physical therapy","authors":[{"name":"Brook Hadwen","is_ca":true},{"name":"Saverio Stranges","is_ca":true},{"name":"Janet Pope","is_ca":true},{"name":"Susan J. Bartlett","is_ca":true},{"name":"Gilles Boire","is_ca":true},{"name":"Louis Bessette","is_ca":true},{"name":"Carol Hitchon","is_ca":true},{"name":"Glen Hazlewood","is_ca":true},{"name":"Edward Keystone","is_ca":true},{"name":"Orit Schieir","is_ca":true},{"name":"Carter Thorne","is_ca":true},{"name":"D. Tin","is_ca":true},{"name":"Marie‐France Valois","is_ca":true},{"name":"Vivian P. Bykerk","is_ca":false},{"name":"Lillian Barra","is_ca":true},{"name":"Pooneh Akhavan","is_ca":true},{"name":"Vivian Bykerk","is_ca":false},{"name":"Inés Colmegna","is_ca":false},{"name":"Sabrina Fallavollita","is_ca":false},{"name":"Derek Haaland","is_ca":false},{"name":"Boulos Haraoui","is_ca":true},{"name":"Shahin Jamal","is_ca":false},{"name":"Raman Joshi","is_ca":true},{"name":"Ed Keystone","is_ca":true},{"name":"Bindee Kuriya","is_ca":false},{"name":"Peter Panopalis","is_ca":true},{"name":"Édith Villeneuve","is_ca":false},{"name":"Michel Zummer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02138820024011279,"gpt":0.3165998985875664,"spread":0.2952116983474536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001724997,0.0002822209,0.0006492944,0.0002990855,0.0003253412,0.000193934,0.0003612521,0.0002107782,0.00007064314],"category_scores_gemma":[0.008603619,0.0002201724,0.00005545759,0.0003173575,0.0004106993,0.001925639,0.0001878204,0.0009475246,0.00004388425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690957,"about_ca_system_score_gemma":0.0005934501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2084055,"about_ca_topic_score_gemma":0.6426395,"domain_scores_codex":[0.9968761,0.0005052273,0.0006931705,0.0008608698,0.0003831591,0.0006815379],"domain_scores_gemma":[0.9921466,0.006507931,0.0001520044,0.0007937424,0.0001240182,0.0002757723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004369969,0.0001142927,0.9003736,0.00006499937,0.0002136316,0.0006019853,0.001682568,0.00001099639,0.00001321402,0.002201235,0.001051941,0.09323456],"study_design_scores_gemma":[0.005743292,0.0005271686,0.5233603,0.006529575,0.00003888861,0.003871595,0.004681669,0.005146174,0.0000649502,0.007094946,0.4423279,0.0006135904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6295409,0.3652317,0.0000916513,0.003062128,0.0004735171,0.001003568,0.0003432136,0.00004884263,0.0002045236],"genre_scores_gemma":[0.5300636,0.4688587,0.0006425499,0.000119593,0.00001285907,0.0001151394,0.0001558394,0.00002520812,0.000006561225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441276,"threshold_uncertainty_score":0.9997473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416049298","doi":"10.1093/rap/rkaf128","title":"The effectiveness and safety of leflunomide in the treatment of giant cell arteritis: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Leflunomide; Protocol (science); Teriflunomide; Giant cell; Pharmacovigilance; MEDLINE","authors":[{"name":"Lijun Zhu","is_ca":true},{"name":"Arielle Mendel","is_ca":true},{"name":"Carolyn Ross","is_ca":true},{"name":"Jean‐Paul Makhzoum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01712883460053733,"gpt":0.360595858733608,"spread":0.3434670241330707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021554,0.0002677253,0.006583623,0.0002173272,0.00006561173,0.000007808359,0.0001296494,0.0001671983,0.000007624971],"category_scores_gemma":[0.001338599,0.0001172232,0.0007519693,0.0007305025,0.0002217701,0.0001123011,0.00002474277,0.0002770524,9.059732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005408396,"about_ca_system_score_gemma":0.0001275721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005135644,"about_ca_topic_score_gemma":0.0000831237,"domain_scores_codex":[0.9937856,0.004272792,0.001373351,0.0003010751,0.0001224881,0.0001447444],"domain_scores_gemma":[0.9804765,0.01779113,0.001075179,0.0005560255,0.00007787703,0.00002330063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004225959,0.0002838615,0.00001272325,0.9335258,0.0537263,0.00006758259,0.0001421024,0.000002005795,2.512822e-8,0.002407073,0.00000203003,0.009788225],"study_design_scores_gemma":[0.000635321,0.0001869807,0.00002768903,0.1066286,0.8578837,0.001461461,0.000311378,0.000001962782,2.450672e-7,0.00009433647,0.03266377,0.0001045427],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003802242,0.9951076,0.00003683318,0.000457976,0.00003145692,0.003641387,0.0000502213,0.000003373835,0.0006673657],"genre_scores_gemma":[0.0002851177,0.998194,0.0001188639,0.00004221534,8.027459e-7,0.001292607,0.00002015153,0.000007771549,0.00003847853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8268972,"threshold_uncertainty_score":0.4780222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367059562","doi":"10.1093/rap/rkad042","title":"Impact of the COVID-19 pandemic on patients with rheumatoid arthritis: data from the Ontario Best Practices Research Initiative (OBRI)","year":2023,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; William Osler Health System; Arthritis Research Centre of Canada; Western University; University of Toronto; University Health Network; University of Ottawa; Ottawa Hospital; Southlake Regional Health Center","funders":"Canadian Arthritis Network; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Celgene; Sanofi; Amgen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Pandemic; Rheumatoid arthritis; Quality of life (healthcare); Disease; Cohort; Internal medicine; Physical therapy; Coronavirus disease 2019 (COVID-19); Gerontology; Family medicine; Demography","authors":[{"name":"Matthew Wong‐Pack","is_ca":true},{"name":"Elliot Hepworth","is_ca":true},{"name":"Mohammad Movahedi","is_ca":true},{"name":"Bindee Kuriya","is_ca":true},{"name":"Janet Pope","is_ca":true},{"name":"Edward Keystone","is_ca":true},{"name":"Carter Thorne","is_ca":true},{"name":"Vandana Ahluwalia","is_ca":true},{"name":"Angela Cesta","is_ca":true},{"name":"Carol Mously","is_ca":true},{"name":"Claire Bombardier","is_ca":true},{"name":"Arthur Lau","is_ca":true},{"name":"Sibel Zehra Aydın","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1758606432164881,"gpt":0.472219011532192,"spread":0.2963583683157039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003754785,0.0002470743,0.0006056504,0.0002465752,0.0005018837,0.00004317029,0.001176418,0.000190133,0.0002722059],"category_scores_gemma":[0.04921192,0.0001359156,0.00007219061,0.001348581,0.001142369,0.001992006,0.00075425,0.002264316,0.0002329312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559288,"about_ca_system_score_gemma":0.003416247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04391875,"about_ca_topic_score_gemma":0.0813353,"domain_scores_codex":[0.994544,0.002245223,0.0007122063,0.0006660661,0.001186042,0.0006464263],"domain_scores_gemma":[0.9788027,0.01743001,0.001160731,0.001952786,0.0005151728,0.0001386027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00420304,0.0006556049,0.9814651,0.00004558891,0.0003096617,0.00006609796,0.004053468,0.0001593117,0.000004770785,0.0002797321,0.003882694,0.004874938],"study_design_scores_gemma":[0.007324579,0.001524692,0.7528229,0.001088953,0.00005458757,0.0002870015,0.01615482,0.0001836285,0.000009500493,0.0007757047,0.2195101,0.0002634694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833562,0.005058057,0.00001572282,0.004462987,0.0001770576,0.001263105,0.0001410003,0.00005241869,0.00547348],"genre_scores_gemma":[0.9575977,0.04107159,0.0001374648,0.0005690696,0.00001177209,0.0001263773,0.000309718,0.00003731792,0.000139016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2286422,"threshold_uncertainty_score":0.9837453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280583383","doi":"10.1093/rap/rkac042","title":"Comment on: Validation of the Southend giant cell arteritis probability score in a Scottish single-centre fast-track pathway. Reply","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Giant cell arteritis; Medicine; Track (disk drive); Fast track; Statistics; Internal medicine; Surgery; Vasculitis; Computer science; Mathematics","authors":[{"name":"Andrew Melville","is_ca":true},{"name":"Karen Donaldson","is_ca":false},{"name":"James Dale","is_ca":false},{"name":"Anna Ciechomska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339730464307548,"gpt":0.2558366211146472,"spread":0.2424393164715717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006130791,0.0001338134,0.0003440985,0.0001017804,0.0001557239,0.000008529327,0.0001532996,0.00007766752,0.0002453296],"category_scores_gemma":[0.0008243357,0.0001126894,0.00008660075,0.000409011,0.0001700893,0.0002716494,0.0001099743,0.0007733243,0.00000912733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197374,"about_ca_system_score_gemma":0.0001418349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006737188,"about_ca_topic_score_gemma":0.00007823117,"domain_scores_codex":[0.9976664,0.0008320101,0.0006007333,0.0003583479,0.0002977663,0.0002447559],"domain_scores_gemma":[0.998336,0.000616911,0.0004456354,0.0004756304,0.00008268097,0.00004316507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006365763,0.04838621,0.6910073,0.00352016,0.0006530613,0.003080942,0.05401045,0.02357177,0.00529754,0.09773132,0.005546346,0.0608292],"study_design_scores_gemma":[0.04481133,0.006770454,0.05466939,0.008088814,0.0008536019,0.01818586,0.09516425,0.002149686,0.02649145,0.03925589,0.7014158,0.002143497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369377,0.002137246,0.00005766469,0.05050955,0.0007622768,0.001368928,0.00008648056,0.00003709467,0.008103038],"genre_scores_gemma":[0.996705,0.0004218043,0.0008759443,0.001754629,0.000005653085,0.0001257104,0.00004017724,0.00001438979,0.00005669266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6958694,"threshold_uncertainty_score":0.4595341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087544245","doi":"10.1093/rap/rkaa047","title":"Accessing health services for musculoskeletal diseases during early COVID-19 lockdown: Results from a UK population survey","year":2020,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Versus Arthritis; Medical Research Council; University of East Anglia; National Institute for Health and Care Research; Arthritis Society","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Family medicine; Virology; Outbreak; Environmental health; Pathology; Disease; Infectious disease (medical specialty)","authors":[{"name":"Toby O. Smith","is_ca":false},{"name":"Karen Durrant","is_ca":false},{"name":"Linda Birt","is_ca":false},{"name":"Pippa Belderson","is_ca":false},{"name":"J. Chipping","is_ca":false},{"name":"Max Yates","is_ca":false},{"name":"Jordan Tsigarides","is_ca":false},{"name":"Caitlin Notley","is_ca":false},{"name":"Felix Naughton","is_ca":false},{"name":"Lee Shepstone","is_ca":false},{"name":"Alex J. MacGregor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845910257532132,"gpt":0.3778088398611419,"spread":0.3593497372858205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005606316,0.0002202234,0.0005969635,0.0001203158,0.0002562943,0.00003665643,0.0001383815,0.0001389835,0.00002482844],"category_scores_gemma":[0.01037568,0.0002038349,0.0001144377,0.0003992301,0.00008982058,0.001239133,0.00005982487,0.0002591684,0.000009525892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448592,"about_ca_system_score_gemma":0.0002104099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008181082,"about_ca_topic_score_gemma":0.002482822,"domain_scores_codex":[0.997258,0.0006343475,0.0008219709,0.0006759898,0.0002521438,0.0003575242],"domain_scores_gemma":[0.9949265,0.003639727,0.000674033,0.0002651405,0.0001321343,0.0003624557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009780062,0.0003152738,0.9695011,0.004686447,0.00009057351,0.00001703403,0.004017379,0.001070661,0.00004180698,0.0002766659,0.00005723094,0.01014579],"study_design_scores_gemma":[0.006356158,0.0004826726,0.9851729,0.0003235943,0.00008365574,0.00001865476,0.002390967,0.001611053,0.000002880184,0.0007737626,0.002546405,0.0002372695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654592,0.009309091,0.00272902,0.02062836,0.0002869921,0.001083369,0.0002971951,0.0001143738,0.00009246176],"genre_scores_gemma":[0.9896716,0.002168608,0.004556487,0.001992781,0.00004803624,0.00007475453,0.001452862,0.00002832332,0.000006500977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02421251,"threshold_uncertainty_score":0.9984235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412366518","doi":"10.1093/rap/rkaf082","title":"The prediction of response to treatment using power Doppler in rheumatoid arthritis: a systematic review","year":2025,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Rheumatoid arthritis; Power doppler; Internal medicine; Baseline (sea); Physical therapy; Clinical Practice; Surgery; Ultrasonography","authors":[{"name":"Ümmügülsüm Gazel","is_ca":true},{"name":"Alan Liang Zhou","is_ca":true},{"name":"Namoh Kim","is_ca":true},{"name":"Gizem Ayan","is_ca":false},{"name":"Dilek Solmaz","is_ca":false},{"name":"Servet Akar","is_ca":false},{"name":"Sibel Zehra Aydın","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02313779974127645,"gpt":0.3875280224562782,"spread":0.3643902227150018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003623034,0.0005661841,0.005117816,0.0008448007,0.000147698,0.00003359151,0.0003774312,0.0003145856,0.00002746384],"category_scores_gemma":[0.02559225,0.0003725023,0.0004007106,0.001453498,0.0002465203,0.0005073345,0.0001334603,0.0007130493,0.00004288029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513611,"about_ca_system_score_gemma":0.001625487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008446253,"about_ca_topic_score_gemma":0.0001744418,"domain_scores_codex":[0.9907358,0.00449378,0.002952068,0.0006476725,0.0005163219,0.0006543668],"domain_scores_gemma":[0.9844172,0.01282521,0.00121386,0.001127887,0.0002667733,0.0001490631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002063658,0.0006493208,0.0001092122,0.7675868,0.0008252115,0.0003972033,0.0004630146,0.000006177248,8.606833e-7,0.001333382,0.0001377186,0.2264275],"study_design_scores_gemma":[0.0008819402,0.0003199105,0.000001598295,0.5805305,0.0001049912,0.003818064,0.0002835291,0.00000508437,5.838319e-7,0.00003067296,0.4138898,0.0001332704],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004894961,0.9911113,0.00004829636,0.0006200707,0.0003943585,0.007214436,0.0000635592,0.00003902323,0.0004600082],"genre_scores_gemma":[0.0001083708,0.9966436,0.0006400176,0.00009736286,0.000003781226,0.002351059,0.00002418496,0.00004828396,0.00008332268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4137521,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399640642","doi":"10.1093/rap/rkae075","title":"A tool to assist rheumatologists to engage their lupus patients: the Purple Butterfly","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Arthritis Society","keywords":"Medicine; Butterfly; Systemic lupus erythematosus; Rheumatology; Internal medicine; Physical therapy; Disease; Ecology","authors":[{"name":"Sandrine Huot","is_ca":true},{"name":"Paul R. Fortin","is_ca":true},{"name":"Alexandra Godbout","is_ca":false},{"name":"Cynthia Laflamme","is_ca":true},{"name":"Marc Pouliot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01418446925817613,"gpt":0.3451168092435705,"spread":0.3309323399853944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002344895,0.0003811896,0.0007944404,0.0004911508,0.000220809,0.0001303176,0.0006061705,0.000225332,0.000105018],"category_scores_gemma":[0.01706025,0.0002468038,0.0001251825,0.00137184,0.0002060229,0.0006812938,0.0003909185,0.001166954,0.001692636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219152,"about_ca_system_score_gemma":0.0003101457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127155,"about_ca_topic_score_gemma":0.0001802371,"domain_scores_codex":[0.9957512,0.0009057248,0.0009232787,0.0008994105,0.0006382371,0.0008821177],"domain_scores_gemma":[0.9926255,0.005582898,0.0001609434,0.001056788,0.0003259548,0.0002479515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003115021,0.001003446,0.8248982,0.002998109,0.0005356169,0.001299145,0.01930481,0.000192673,0.0001654886,0.03724422,0.03693378,0.07230949],"study_design_scores_gemma":[0.001772305,0.000558336,0.002653945,0.002934883,0.00007006124,0.0415088,0.007033919,0.0004360249,0.0002187783,0.0007486796,0.9415897,0.0004746288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136202,0.01815236,0.003237817,0.04131312,0.004643148,0.003383851,0.00004147724,0.0004157533,0.01519226],"genre_scores_gemma":[0.9895829,0.001902195,0.003654544,0.002691883,0.0000346127,0.0009395622,0.00001654657,0.00007992081,0.00109781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9046559,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389504918","doi":"10.1093/rap/rkad098","title":"Acute hot joints on the medical take: tapping into the skills of our workforce","year":2023,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Workforce; Tapping; Engineering; Mechanical engineering; Economic growth","authors":[{"name":"Koushan Kouranloo","is_ca":false},{"name":"Jennifer Christie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01064211701721458,"gpt":0.3581559837828655,"spread":0.3475138667656509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001552351,0.0001257751,0.0003146713,0.000111428,0.0001248866,0.00000611346,0.000211028,0.0001455999,0.00005562922],"category_scores_gemma":[0.01495069,0.00006567189,0.00008440972,0.0006686501,0.0002598836,0.0002424567,0.00007272301,0.0005634888,0.0001143029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002724281,"about_ca_system_score_gemma":0.00009879709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003694497,"about_ca_topic_score_gemma":0.0000578438,"domain_scores_codex":[0.998215,0.0004217467,0.0004358133,0.0002359674,0.000449539,0.0002419516],"domain_scores_gemma":[0.9946773,0.004543706,0.0002611937,0.0003717174,0.00009350912,0.00005254835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004011254,0.002561804,0.05501249,0.001752533,0.001232886,0.0005404869,0.0358526,0.001169443,0.0008295739,0.3087127,0.01635759,0.5719666],"study_design_scores_gemma":[0.01276778,0.003276091,0.1202211,0.009881885,0.0008898585,0.002608958,0.2072973,0.01031598,0.001019421,0.05527149,0.575133,0.001317183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034335,0.003503851,0.0004351157,0.1795696,0.001044395,0.0007461148,0.000001702078,0.00007527899,0.01119046],"genre_scores_gemma":[0.9793762,0.01784417,0.0005867566,0.001784126,0.00002261722,0.00008436254,0.000008807877,0.00001594908,0.0002770427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706495,"threshold_uncertainty_score":0.9933468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405393673","doi":"10.1093/rap/rkae140","title":"The pattern of anti-IL-6 versus non-anti-IL-6 biologic disease modifying anti-rheumatic drugs use in patients with rheumatoid arthritis in Wales, UK: a real-world study using electronic health records","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Regeneron Pharmaceuticals; Biogen; Gilead Sciences; Sanofi; Chugai Pharmaceutical; Amgen; Pfizer; Health and Care Research Wales; Eli Lilly and Company","keywords":"Medicine; Discontinuation; Internal medicine; Tocilizumab; Rheumatoid arthritis; Rheumatology; TNF inhibitor; Retrospective cohort study; Population; Etanercept; Cohort","authors":[{"name":"Roxanne Cooksey","is_ca":true},{"name":"Jonathan Kennedy","is_ca":true},{"name":"Muhammad Aziz Rahman","is_ca":false},{"name":"Sinéad Brophy","is_ca":false},{"name":"Ernest Choy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01817873085981289,"gpt":0.3369193003951443,"spread":0.3187405695353315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002405407,0.0005405264,0.001576857,0.001093451,0.0002870522,0.0001405834,0.0003991103,0.0001277486,0.00002391625],"category_scores_gemma":[0.001814479,0.0004123938,0.0001145834,0.001821121,0.0005201115,0.001796123,0.0001857822,0.00144302,0.00001675332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006054535,"about_ca_system_score_gemma":0.001281537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008765125,"about_ca_topic_score_gemma":0.02138435,"domain_scores_codex":[0.993531,0.001478434,0.001775464,0.0009964493,0.0006819162,0.001536754],"domain_scores_gemma":[0.9938886,0.004160725,0.0006977079,0.0008230709,0.0002048344,0.0002250398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003328722,0.001563291,0.9424106,0.0004135659,0.000271643,0.0002703209,0.00227629,0.0003528745,0.000009725635,0.0004430431,0.0000169795,0.04864298],"study_design_scores_gemma":[0.04213814,0.005493938,0.8973996,0.02395657,0.00005427733,0.0003334765,0.01673318,0.008679599,0.00005528195,0.0007792575,0.002998895,0.001377764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368793,0.05936346,0.0001288354,0.0006338939,0.0005828808,0.002232876,0.00004312933,0.00007814732,0.00005751893],"genre_scores_gemma":[0.6982803,0.3011862,0.0002424616,0.00003477374,0.000004882011,0.0001436892,0.00004468903,0.00005708653,0.000005913285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418227,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163292931","doi":"10.1093/rap/rkab026","title":"Real-life drug persistence in patients with rheumatic diseases treated with CT-P13: a prospective observational cohort study (PERSIST)","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Montreal Clinical Research Institute","funders":"Hospira","keywords":"Medicine; Internal medicine; Adverse effect; Observational study; Infliximab; Prospective cohort study; Dosing; Cohort; Cohort study; Pediatrics; Disease","authors":[{"name":"Peter C. Taylor","is_ca":false},{"name":"Robin Christensen","is_ca":false},{"name":"Shahrzad Moosavi","is_ca":false},{"name":"Pamela Selema","is_ca":false},{"name":"Ruffy Guilatco","is_ca":false},{"name":"Heather Fowler","is_ca":false},{"name":"Markus Mueller","is_ca":false},{"name":"Katherine Liau","is_ca":false},{"name":"Boulos Haraoui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01329965378501016,"gpt":0.2867051070826578,"spread":0.2734054532976476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004825062,0.0003254703,0.0008443915,0.0001434598,0.0001770243,0.00002393711,0.0002270566,0.0001143614,0.0001885785],"category_scores_gemma":[0.002423557,0.0002405378,0.00005308626,0.0008357028,0.0005025022,0.0008240121,0.00009102804,0.0005656666,0.00002207001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813127,"about_ca_system_score_gemma":0.0003099568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381813,"about_ca_topic_score_gemma":0.0007581342,"domain_scores_codex":[0.9965814,0.001385766,0.0005839809,0.0008228451,0.000154607,0.0004714415],"domain_scores_gemma":[0.9965645,0.002157077,0.0003834334,0.0004191993,0.0004159259,0.00005985728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932715,0.003217314,0.9921228,0.00005202323,0.0005719853,0.0001424251,0.000425589,0.00007071558,0.000006158794,0.001024429,0.00003890517,0.0003949694],"study_design_scores_gemma":[0.005300944,0.00051205,0.986651,0.0002139737,0.0003280533,0.0001462789,0.00597937,0.00002141647,0.00006910341,0.00007320038,0.0003677971,0.0003367833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932933,0.003141809,0.00004598776,0.0006642185,0.0001530237,0.0009351591,0.00003226953,0.00005068687,0.001683507],"genre_scores_gemma":[0.995787,0.001066814,0.002392954,0.0002100221,0.000002275209,0.0002015985,0.00008829104,0.00002178354,0.0002292584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005553781,"threshold_uncertainty_score":0.9808846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176255654","doi":"10.1093/rap/rkab040","title":"Partners of female patients with rheumatoid arthritis and reproductive decision-making: a constructivist grounded theory study","year":2021,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Arthritis Patient Alliance; University of Calgary; Research Canada; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Grounded theory; Constructivist grounded theory; Reproductive health; Qualitative research; Medicine; Reproductive medicine; Family medicine; Psychology; Pregnancy; Nursing; Population","authors":[{"name":"Ria Garg","is_ca":true},{"name":"Nevena Rebić","is_ca":true},{"name":"Neda Amiri","is_ca":true},{"name":"Glen Hazlewood","is_ca":true},{"name":"Corisande Baldwin","is_ca":true},{"name":"Stephanie Ensworth","is_ca":true},{"name":"Laurie Proulx","is_ca":true},{"name":"Mary A. De Vera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008289296664672863,"gpt":0.3390646238828771,"spread":0.3307753272182042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007448472,0.0001660864,0.0005927131,0.0001290913,0.00008175185,0.000009862726,0.00007039942,0.00007772492,0.0000459972],"category_scores_gemma":[0.01688788,0.0001400208,0.00002665929,0.0003915146,0.0005555797,0.0008645162,0.0000682446,0.0003131865,0.000003238274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108437,"about_ca_system_score_gemma":0.0003049471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009445717,"about_ca_topic_score_gemma":0.00004894532,"domain_scores_codex":[0.9979266,0.0004791803,0.0005171823,0.0005436312,0.0003047891,0.0002286088],"domain_scores_gemma":[0.995182,0.00330477,0.0004994218,0.0005210668,0.0004066576,0.00008604216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003538476,0.001657879,0.8076895,0.00007409009,0.0002073905,0.0002635355,0.003517129,0.000006283983,0.000003715,0.01019217,0.00001016047,0.1728397],"study_design_scores_gemma":[0.02523053,0.002489541,0.8526639,0.01057968,0.0002714404,0.01365062,0.07237048,0.00001964328,0.0004306531,0.01710812,0.004560331,0.0006250241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727565,0.02007809,0.001879032,0.0002402539,0.0002347257,0.000581391,0.000005672884,0.00002908263,0.004195221],"genre_scores_gemma":[0.9789689,0.01212923,0.008706383,0.0001030977,0.000004428003,0.00005167628,0.00000716877,0.00001569441,0.00001346982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722147,"threshold_uncertainty_score":0.9913933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394564174","doi":"10.1093/rap/rkae050","title":"A systematic review on the effects of non-pharmacological interventions for fatigue among people with upper and/or lower limb osteoarthritis","year":2024,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Manitoba","funders":"","keywords":"Psychological intervention; Medicine; Physical therapy; Randomized controlled trial; Systematic review; MEDLINE; Physical medicine and rehabilitation; Surgery; Psychiatry","authors":[{"name":"Henrietta O. Fawole","is_ca":false},{"name":"Opeyemi Ayodiipo Idowu","is_ca":false},{"name":"Osaretin A Osadiaye","is_ca":false},{"name":"Olayinka Akinrolie","is_ca":true},{"name":"Michael C Ibekaku","is_ca":true},{"name":"M. Ojo","is_ca":false},{"name":"Francis O. Kolawole","is_ca":false},{"name":"Israel I. Adandom","is_ca":false},{"name":"Adewale L. Oyeyemi","is_ca":false},{"name":"Ushotanefe Useh","is_ca":false},{"name":"Jody L. Riskowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02392041760240452,"gpt":0.3894872951934961,"spread":0.3655668775910915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007028854,0.000483376,0.003721101,0.000203849,0.00007597605,0.00001957957,0.000169674,0.0002625913,0.00003570234],"category_scores_gemma":[0.00530411,0.0002291318,0.0005672541,0.0003971881,0.0001713254,0.0002604705,0.0001014361,0.0006382935,0.00002755524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006649471,"about_ca_system_score_gemma":0.0001414827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002849307,"about_ca_topic_score_gemma":0.00007107861,"domain_scores_codex":[0.997143,0.0006755404,0.001147332,0.0005230096,0.0002060266,0.0003051447],"domain_scores_gemma":[0.9879759,0.01050169,0.0009409386,0.0003899463,0.0001109492,0.00008056613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003184467,0.0003626194,0.000005035528,0.9277667,0.0005901224,0.0003756569,0.00005736341,3.379847e-8,1.8829e-7,0.00139107,0.00009840042,0.06903435],"study_design_scores_gemma":[0.00142196,0.01067923,3.696417e-7,0.9429293,0.02173874,0.003081265,0.0001225611,0.000002100305,0.000003472553,0.00004389442,0.01976419,0.0002128677],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000809098,0.9855469,0.00007803183,0.0002878058,0.0006829631,0.01296587,0.00002894061,0.0000380556,0.000290527],"genre_scores_gemma":[0.0003502253,0.9877418,0.0006979757,0.0001887776,0.00001372565,0.01061298,0.00004306777,0.00005730651,0.0002941814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06882147,"threshold_uncertainty_score":0.9343722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410735264","doi":"10.1093/rap/rkaf063","title":"Psychosocial burden of axial spondyloarthritis and impact of different disease domains: a systematic literature review","year":2025,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"UCB Pharma; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Biogen; GlaxoSmithKline","keywords":"Medicine; Psychosocial; Axial spondyloarthritis; Systematic review; Physical therapy; Disease; MEDLINE; Psychiatry; Pathology","authors":[{"name":"Denis Poddubnyy","is_ca":true},{"name":"Uta Kiltz","is_ca":false},{"name":"Abhijeet Danve","is_ca":false},{"name":"Grace C. Wright","is_ca":false},{"name":"Rebecca H. Haberman","is_ca":false},{"name":"Ana Biljan","is_ca":false},{"name":"Jerry Clewell","is_ca":false},{"name":"Jamie Urbanik","is_ca":false},{"name":"Heather Jones","is_ca":false},{"name":"Marina Magrey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009810940398779748,"gpt":0.3781339675148777,"spread":0.3683230271160979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003579016,0.0005885552,0.006392156,0.0003673838,0.0000581276,0.00001043491,0.0001658161,0.0003026475,0.00002525158],"category_scores_gemma":[0.005330457,0.0004042452,0.0007784276,0.0006904226,0.0002525678,0.0002839215,0.0001289356,0.0005263889,0.000003160063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462896,"about_ca_system_score_gemma":0.0003567649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002022545,"about_ca_topic_score_gemma":0.00001396068,"domain_scores_codex":[0.996183,0.0009092196,0.001727978,0.0005465167,0.0003066931,0.0003265509],"domain_scores_gemma":[0.9945545,0.002749751,0.001755858,0.0005791418,0.0002217368,0.000139053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004005702,0.00038808,0.0004045287,0.8703088,0.001202021,0.0006340678,0.0001395391,7.926255e-8,2.644032e-8,0.001090953,0.0000674191,0.1253639],"study_design_scores_gemma":[0.002100196,0.0003974607,0.0000473136,0.9367974,0.006415481,0.002105016,0.00006150035,4.146292e-7,2.980114e-8,0.0001315554,0.05172199,0.0002216727],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008142096,0.9950017,0.000003378199,0.0001342751,0.0003885582,0.003368777,0.0004675664,0.00001676812,0.0005375189],"genre_scores_gemma":[0.0002808912,0.9985881,0.0001953427,0.00003068274,0.00002678429,0.0005975847,0.0001942855,0.00003060633,0.00005569765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1251423,"threshold_uncertainty_score":0.9998409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404080534","doi":"10.1093/rap/rkae117.014","title":"OA14 Sarcoidosis, Steroids and Saprophytes","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Sarcoidosis; Medicine; Dermatology; Pathology","authors":[{"name":"Kathryn Biddle","is_ca":true},{"name":"Jessica Chan","is_ca":true},{"name":"Thomas Juniper","is_ca":true},{"name":"Thomas J. Beaton","is_ca":false},{"name":"Keat Choong","is_ca":false},{"name":"Geraldine O’Hara","is_ca":true},{"name":"Michelle Fernando","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01097989312229927,"gpt":0.3653691394783322,"spread":0.354389246356033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000639899,0.0001687371,0.000392417,0.0002792417,0.0000698805,0.00006392075,0.00009368866,0.0001488078,0.00009033411],"category_scores_gemma":[0.001516638,0.0001387775,0.00004819119,0.0004489717,0.0002774379,0.001057519,0.00009625339,0.0006523826,0.0001402177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005956427,"about_ca_system_score_gemma":0.0001165596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006355673,"about_ca_topic_score_gemma":0.00004370451,"domain_scores_codex":[0.998345,0.0001860188,0.0003428474,0.0004774735,0.0002642062,0.0003844656],"domain_scores_gemma":[0.9976051,0.001900632,0.00005253637,0.0002523467,0.00007419563,0.0001151949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00209253,0.001080713,0.3153768,0.003826495,0.0004354221,0.002640112,0.001783068,0.00001542901,0.00892279,0.06966276,0.002181504,0.5919824],"study_design_scores_gemma":[0.002909127,0.001149009,0.01596577,0.002262948,0.0002673169,0.01705958,0.00236206,0.003025033,0.004922978,0.004031182,0.9454195,0.0006254327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5929341,0.3562061,0.0004415616,0.02447302,0.0008811153,0.0005728938,0.000007944541,0.0002282649,0.02425506],"genre_scores_gemma":[0.918529,0.07638057,0.004004963,0.0006020736,0.00003968211,0.00005575383,0.000005342346,0.00002709739,0.0003555374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432381,"threshold_uncertainty_score":0.5659183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412366519","doi":"10.1093/rap/rkaf083","title":"Adoption and perception of LLM-based chatbots in health care: an exploratory cross-sectional survey of individuals with rheumatic diseases","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Arthritis Research Centre of Canada; Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Chatbot; Medicine; Health care; Family medicine; Logistic regression; Cross-sectional study; Internal medicine","authors":[{"name":"Ellen Wang","is_ca":true},{"name":"Justin Smith","is_ca":true},{"name":"Steven J. Katz","is_ca":true},{"name":"Mena Bishay","is_ca":true},{"name":"Tharindri Dissanayake","is_ca":true},{"name":"Niall Jones","is_ca":true},{"name":"Saurash Reddy","is_ca":true},{"name":"D. Sholter","is_ca":true},{"name":"Jason Soo","is_ca":true},{"name":"Carrie Ye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06042976859709124,"gpt":0.4574589660750253,"spread":0.3970291974779341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257685,0.0001107085,0.0004058717,0.0003933283,0.00006540737,0.000007982504,0.00005963672,0.0001140717,0.00001413317],"category_scores_gemma":[0.002340467,0.0001053351,0.00001569822,0.0005168869,0.0002817278,0.0008916977,0.00001390336,0.0002152185,0.000001148807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672551,"about_ca_system_score_gemma":0.001034528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696372,"about_ca_topic_score_gemma":0.003406018,"domain_scores_codex":[0.9977971,0.0007148306,0.000842278,0.0002831442,0.0001852038,0.0001774975],"domain_scores_gemma":[0.9971539,0.001631161,0.0005199744,0.0002033952,0.0004265245,0.00006499438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001194322,0.0005576826,0.9712205,0.00151666,0.00001313922,0.00000117031,0.002785896,0.0008117032,0.000006392067,0.0005053753,0.000002657988,0.02138449],"study_design_scores_gemma":[0.0003745203,0.0006366725,0.9849381,0.0007783349,0.00001258945,0.00002100289,0.01239081,0.0004120917,0.00007772433,0.0002241393,0.00006212831,0.00007190304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901852,0.007496687,0.001130215,0.0004534985,0.000228976,0.0004270881,0.00001731599,0.00001440056,0.00004660896],"genre_scores_gemma":[0.9929079,0.004285739,0.002405824,0.0001930068,0.00000419483,0.0000667756,0.000125952,0.000008111559,0.000002448913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02131259,"threshold_uncertainty_score":0.429544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770497798","doi":"10.1093/rap/rkx012","title":"1. Early scleroderma overlap syndrome (pulmonary hypertension, ILD, polymyositis and inflammatory arthritis) and an unplanned pregnancy","year":2017,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Polymyositis; Pulmonary hypertension; Scleroderma (fungus); Pregnancy; Dermatology; Myositis; Overlap syndrome; Arthritis; Internal medicine; Immunology; Disease","authors":[{"name":"Iona Thorne","is_ca":false},{"name":"Cathy Nelson Piercy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01147113103016305,"gpt":0.2824267852848431,"spread":0.27095565425468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609949,0.0002426037,0.0006029512,0.0001363814,0.0004515515,0.00007635433,0.0001469647,0.0002911149,0.00001334253],"category_scores_gemma":[0.001208571,0.0002206373,0.00003760664,0.00005832062,0.000497533,0.002624715,0.0001322217,0.0003549419,0.00001710489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002227836,"about_ca_system_score_gemma":0.00007115604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002238058,"about_ca_topic_score_gemma":0.0000339118,"domain_scores_codex":[0.9981589,0.0002238952,0.0004881452,0.000569051,0.0002056906,0.00035431],"domain_scores_gemma":[0.9980251,0.0004839979,0.0004626756,0.0006619703,0.0001015176,0.0002647581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000790164,0.0003827355,0.9128463,0.0003201852,0.0001294154,0.007690364,0.0004980405,0.000003240941,0.0008064085,0.001657687,0.000035035,0.07484042],"study_design_scores_gemma":[0.003356105,0.0003054496,0.9337793,0.009984313,0.0001325416,0.04994872,0.00110745,0.0001719483,0.00003724918,0.0002851231,0.0006010531,0.0002907249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8084824,0.1886566,0.000006026713,0.0007011675,0.0003751457,0.0003343289,0.000008549618,0.00006060204,0.001375194],"genre_scores_gemma":[0.8430483,0.156258,0.0003447144,0.0002164819,0.00001763368,0.00003821346,0.000008389071,0.00002730481,0.00004096337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0745497,"threshold_uncertainty_score":0.8997328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297546170","doi":"10.1093/rap/rkac067.065","title":"P65 A patient-led survey into the benefits and limitations of telemedicine appointments for assessing children and young people with rheumatic conditions: Comparing European and Canadian cohorts","year":2022,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Positive Living Society of British Columbia","funders":"","keywords":"Telemedicine; Medicine; Pandemic; Family medicine; Coronavirus disease 2019 (COVID-19); Telehealth; Health care; Pediatrics; Disease","authors":[{"name":"Richard Beesley","is_ca":false},{"name":"Saskya Angevare","is_ca":false},{"name":"Jennifer J. Wilson","is_ca":true},{"name":"Wendy Costello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905560669441432,"gpt":0.274395916438323,"spread":0.2553403097439086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198073,0.0001135899,0.0003069409,0.0002626052,0.0006372873,0.00005338382,0.00009000149,0.00002885987,0.000002625543],"category_scores_gemma":[0.001840466,0.00009313807,0.000007533,0.000324818,0.0001455474,0.0008889677,0.0001246747,0.00018932,4.124095e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131836,"about_ca_system_score_gemma":0.00005002765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1068202,"about_ca_topic_score_gemma":0.5325812,"domain_scores_codex":[0.998883,0.0001965848,0.0003709844,0.0002386076,0.0001015643,0.0002092237],"domain_scores_gemma":[0.9979813,0.001269154,0.0004704126,0.0001339816,0.000124068,0.00002104813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000310393,0.00003015241,0.9566645,0.0001270858,0.00004282236,0.00000284108,0.0009111229,0.00007040218,6.607164e-7,0.01242085,0.00002735945,0.02967114],"study_design_scores_gemma":[0.001138978,0.00007912045,0.9833567,0.0001925468,0.00005775206,0.0004126795,0.009272616,0.00135123,3.446555e-7,0.0007520944,0.003243902,0.0001420195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921286,0.004442282,0.0001064215,0.001547539,0.0001480292,0.0007574464,0.00001182888,0.00002160115,0.0008362472],"genre_scores_gemma":[0.997961,0.001059771,0.0005291864,0.0001960298,0.000005716721,0.0001375343,0.00009376396,0.00001572863,0.000001284931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.425761,"threshold_uncertainty_score":0.8991276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413183764","doi":"10.1093/rap/rkaf095","title":"What do users want from rheumatology telephone advice lines? A cross-sectional survey with the National Rheumatoid Arthritis Society","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Rheumatology; Rheumatoid arthritis; Cross-sectional study; Internal medicine; Telephone survey; Family medicine; Physical therapy; Pathology; Advertising","authors":[{"name":"Sarah Ryan","is_ca":false},{"name":"Ailsa Bosworth","is_ca":true},{"name":"Sally Matthews","is_ca":true},{"name":"Samantha Hider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01360934139591406,"gpt":0.3441722389256833,"spread":0.3305628975297692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002596361,0.0004887281,0.001021957,0.0002967336,0.0006665794,0.0003845292,0.0005324772,0.0004175713,0.0003074817],"category_scores_gemma":[0.00547116,0.0003694238,0.0001948368,0.001195119,0.001626842,0.003435821,0.0002168609,0.001480898,0.0001308136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240265,"about_ca_system_score_gemma":0.001113779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197555,"about_ca_topic_score_gemma":0.003490773,"domain_scores_codex":[0.9948193,0.001073505,0.001131823,0.001052901,0.001023195,0.0008992637],"domain_scores_gemma":[0.9866924,0.01060673,0.0005688453,0.0005728141,0.001381031,0.0001782296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005003708,0.0005803589,0.9746835,0.00008736143,0.0008164094,0.00007719894,0.001052163,0.0002832178,0.00005480789,0.005883514,0.003000513,0.008477204],"study_design_scores_gemma":[0.02075187,0.0005528399,0.6359664,0.003916319,0.0000188613,0.008682579,0.01062559,0.001652215,0.000272956,0.00664711,0.3098975,0.001015779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162429,0.1689173,0.001013257,0.009600985,0.001548955,0.0008556676,0.00009934245,0.0002122302,0.001509377],"genre_scores_gemma":[0.5611858,0.4347618,0.002352616,0.001158367,0.00001468086,0.0002257836,0.0001449937,0.00003402142,0.000121918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3387172,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415894326","doi":"10.1093/rap/rkaf111.038","title":"P009 Utilisation of HLA-B27 testing at a UK district general hospital","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nice; Guideline; General hospital; Ankylosing spondylitis; Primary care; Rheumatology; Secondary care; General practice; Test (biology); Musculoskeletal disease","authors":[{"name":"Natasha Anno-Barnieh","is_ca":false},{"name":"Safiyah Khan","is_ca":false},{"name":"Ritu Malaiya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009915659480552704,"gpt":0.3198940894263412,"spread":0.3099784299457884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001448688,0.0001313838,0.0003900432,0.0001079152,0.0001020691,0.000003993598,0.00005835143,0.00008216446,0.0000292503],"category_scores_gemma":[0.004286686,0.0001216216,0.00004337768,0.0004080056,0.0001783185,0.0002579844,0.00008899486,0.0001495496,0.00001243128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351451,"about_ca_system_score_gemma":0.0000675811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553234,"about_ca_topic_score_gemma":0.00009003103,"domain_scores_codex":[0.9989316,0.00007451472,0.0003848954,0.0002648083,0.0001222293,0.0002218905],"domain_scores_gemma":[0.9981847,0.001180341,0.0002616477,0.0002022035,0.0001401442,0.0000309839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004471979,0.0004028436,0.9579393,0.0001041965,0.0001260095,0.0001478941,0.0002545271,0.000023392,0.00005701625,0.006389925,0.0001863633,0.03392131],"study_design_scores_gemma":[0.02280856,0.002640933,0.8699109,0.002149235,0.000899396,0.002703466,0.005161822,0.00144355,0.002275216,0.00519607,0.08409797,0.0007129004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948922,0.02230613,0.0002186436,0.001366675,0.000620556,0.0003304146,0.000008930991,0.00003334099,0.02619324],"genre_scores_gemma":[0.9866675,0.005283941,0.007564341,0.0001220923,0.00000866928,0.00005135553,0.00002103535,0.000007548856,0.0002734948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08802844,"threshold_uncertainty_score":0.5131873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415405737","doi":"10.1093/rap/rkaf120","title":"Predictors of depression trajectories during the COVID-19 pandemic in adults with rheumatoid arthritis: results from the Canadian Early Arthritis Cohort","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; University of Toronto; University of Manitoba; Western University; University of Calgary; McGill University; Arthritis Research Centre of Canada; Université de Sherbrooke","funders":"Eli Lilly Canada; F. Hoffmann-La Roche; Sandoz Canada; Sanofi Genzyme; Amgen; AbbVie Canada; Merck Canada; Gilead Sciences; Pfizer Canada; Sanofi; Pfizer; Eli Lilly and Company","keywords":"Depression (economics); Mood; Stressor; Pandemic; Affect (linguistics); Cohort; Disease; Rheumatoid arthritis; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Susan J. Bartlett","is_ca":true},{"name":"Orit Schieir","is_ca":true},{"name":"Marie‐France Valois","is_ca":true},{"name":"Gilles Boire","is_ca":true},{"name":"D. Tin","is_ca":true},{"name":"Janet Pope","is_ca":true},{"name":"Carol Hitchon","is_ca":true},{"name":"Glen Hazlewood","is_ca":true},{"name":"Carter Thorne","is_ca":true},{"name":"Louis Bessette","is_ca":true},{"name":"Hugues Allard‐Chamard","is_ca":true},{"name":"Bindee Kuriya","is_ca":true},{"name":"Vivian P. Bykerk","is_ca":false},{"name":"Pooneh Akhavan","is_ca":false},{"name":"Claire Barber","is_ca":false},{"name":"Lillian Barra","is_ca":false},{"name":"V. Bykerk","is_ca":false},{"name":"Inés Colmegna","is_ca":false},{"name":"S Fallavollita","is_ca":false},{"name":"D Haaland","is_ca":false},{"name":"Paul Haraoui","is_ca":false},{"name":"Shahin Jamal","is_ca":false},{"name":"Rahul Joshi","is_ca":false},{"name":"E. Keystone","is_ca":false},{"name":"Peter Panopalis","is_ca":false},{"name":"E Villeneuve","is_ca":false},{"name":"Michel Zummer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007237940983027813,"gpt":0.2840021593027042,"spread":0.2767642183196763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001493709,0.0002926712,0.0007214465,0.0003443825,0.0004976647,0.0000536353,0.0004303493,0.0002400615,0.00003539347],"category_scores_gemma":[0.01109911,0.0001903545,0.00006501129,0.0008502749,0.00108636,0.0008712488,0.00008858906,0.001153899,0.000006843287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276812,"about_ca_system_score_gemma":0.001668212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2771844,"about_ca_topic_score_gemma":0.8385813,"domain_scores_codex":[0.9962614,0.0008931902,0.001012837,0.0006254346,0.000517367,0.000689793],"domain_scores_gemma":[0.9926401,0.005749137,0.0003968833,0.0007525235,0.0002011055,0.0002602307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007753971,0.0001069304,0.9783396,0.00006857765,0.0001867859,0.0002779283,0.005062623,0.0001361977,0.00001497388,0.0008529139,0.0001385811,0.007060978],"study_design_scores_gemma":[0.01946029,0.0002907768,0.9119344,0.007938328,0.00001334427,0.002129872,0.008454219,0.00005600575,0.000183676,0.0009810074,0.04824039,0.0003176616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704991,0.1217833,0.00003549319,0.004207875,0.0003050367,0.001133455,0.0001300786,0.00006013366,0.001845474],"genre_scores_gemma":[0.6701597,0.3291282,0.0001555868,0.0002772436,0.000009291778,0.0001995374,0.0000357311,0.00001706557,0.00001767202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5613969,"threshold_uncertainty_score":0.9972308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410592697","doi":"10.1093/rap/rkaf057","title":"Validation of the Coping with Health Injuries and Problems questionnaire in a longitudinal cohort with recent-onset RA","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Arthritis Society; Gilead Sciences; Celltrion; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Cronbach's alpha; Cohort; Clinical psychology; Distraction; Coping (psychology); Exploratory factor analysis; Confirmatory factor analysis; Physical therapy; Psychometrics; Internal medicine; Psychiatry; Psychology; Structural equation modeling","authors":[{"name":"Zafer Akman","is_ca":false},{"name":"Gilles Boire","is_ca":true},{"name":"Nathalie Carrier","is_ca":true},{"name":"Sophie Roux","is_ca":true},{"name":"Ariel Masetto","is_ca":true},{"name":"Artur José de Brum Fernandes","is_ca":true},{"name":"Patrick Liang","is_ca":true},{"name":"Hugues Allard‐Chamard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008326582702384145,"gpt":0.3230241376724359,"spread":0.3146975549700518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053486,0.00009790467,0.0003249565,0.0001095402,0.00006228312,0.00000748035,0.00005304149,0.00005255668,0.000002625642],"category_scores_gemma":[0.0004697808,0.00006555822,0.000009220612,0.0005700755,0.0002442496,0.0003872386,0.00002994296,0.0002740796,2.096962e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035633,"about_ca_system_score_gemma":0.0004523805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249511,"about_ca_topic_score_gemma":0.01395809,"domain_scores_codex":[0.9989258,0.0002703483,0.0002905198,0.0002277101,0.0001360282,0.0001495619],"domain_scores_gemma":[0.999091,0.0002854235,0.0002734588,0.0001933129,0.0001330321,0.00002379341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001247085,0.00007876666,0.9901898,0.0007639559,0.00003763916,0.000005103501,0.00150651,0.00008299946,0.000001359617,0.002901238,0.00001994405,0.003165627],"study_design_scores_gemma":[0.004303997,0.0008506786,0.9555954,0.0137266,0.0001663448,0.00129308,0.006644611,0.00004893004,0.0004736664,0.001097413,0.01556108,0.00023814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556054,0.02089765,0.001111797,0.02076071,0.000219699,0.000711375,0.00000265814,0.00002021549,0.0006704727],"genre_scores_gemma":[0.9880074,0.01090859,0.0004800852,0.0004936084,0.000002089351,0.00008197134,0.000004853285,0.000006215825,0.00001517951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459431,"threshold_uncertainty_score":0.778894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404079942","doi":"10.1093/rap/rkae117.041","title":"P10 Haemophagocytic lymphohistiocytosis in the returning traveller with fever... especially if slow to defervesce on treatment!","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Hemophagocytic lymphohistiocytosis; Pediatrics; Internal medicine; Disease","authors":[{"name":"Sana Sharrack","is_ca":false},{"name":"Sophie Skarbek","is_ca":false},{"name":"James Meiring","is_ca":false},{"name":"Daniëlle Cohen","is_ca":false},{"name":"Michael L. Brown","is_ca":false},{"name":"Jessica Manson","is_ca":false},{"name":"Rachel Tattersall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0169238726187252,"gpt":0.3451090459323363,"spread":0.3281851733136111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007870576,0.0002748339,0.0005344396,0.0004128047,0.0001274883,0.00006518703,0.0002326685,0.0001483588,0.0001102624],"category_scores_gemma":[0.001388142,0.0001715647,0.00006990002,0.000918025,0.000160173,0.0006497162,0.00003408885,0.0006040045,0.0003175763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050626,"about_ca_system_score_gemma":0.0005932522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643119,"about_ca_topic_score_gemma":0.0002817341,"domain_scores_codex":[0.9976514,0.0004486469,0.0004827481,0.0005275495,0.0004021641,0.0004875036],"domain_scores_gemma":[0.9972684,0.00202952,0.00009689559,0.0004640894,0.0000660829,0.00007501511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03138597,0.005105697,0.1693422,0.002301534,0.001390121,0.03003937,0.08381548,0.005620397,0.0006917791,0.09797823,0.005945732,0.5663835],"study_design_scores_gemma":[0.007863019,0.003991843,0.02475264,0.002766603,0.0002551315,0.006451041,0.0182161,0.002184039,0.001144077,0.0005888069,0.9310832,0.0007034717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553665,0.03427488,0.0007772866,0.01687817,0.0005270935,0.001911273,0.000007484743,0.0001658983,0.09009141],"genre_scores_gemma":[0.986946,0.009170897,0.001357703,0.001120199,0.00002710654,0.0002512256,0.00001125893,0.00004136775,0.001074179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9251375,"threshold_uncertainty_score":0.6996207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410232452","doi":"10.1093/rap/rkaf053","title":"Onco-rheumatology: from rags to riches, a transdisciplinary evolution","year":2025,"lang":"en","type":"editorial","venue":"Rheumatology Advances in Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Rheumatology; Medicine; Internal medicine; Discipline; Family medicine; Law; Political science","authors":[{"name":"Daniela Marotto","is_ca":false},{"name":"Canio Martinelli","is_ca":false},{"name":"Patrizia Maiorano","is_ca":false},{"name":"Antonella Fioravanti","is_ca":false},{"name":"Patrizia Amato","is_ca":false},{"name":"Giovanni Baglìo","is_ca":false},{"name":"Graziella Calugi","is_ca":false},{"name":"Andrea Fiorillo","is_ca":false},{"name":"Tindara Franchina","is_ca":false},{"name":"Francesca Gimigliano","is_ca":false},{"name":"Giovanni Iolascon","is_ca":true},{"name":"Maria Cristina Maggio","is_ca":false},{"name":"Luciano Mutti","is_ca":false},{"name":"Luigi Pirtoli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005905117976773439,"gpt":0.3440161097297554,"spread":0.338110991752982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001335998,0.000801199,0.002484815,0.00113706,0.0002612963,0.00007005595,0.0007516564,0.001983615,0.0002230267],"category_scores_gemma":[0.02427886,0.0008073659,0.0002724302,0.001061039,0.0004924329,0.001303928,0.0003500682,0.003748306,0.0004699818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000757796,"about_ca_system_score_gemma":0.002705721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654006,"about_ca_topic_score_gemma":0.001354518,"domain_scores_codex":[0.9932401,0.001141233,0.001573641,0.001606555,0.00120805,0.001230441],"domain_scores_gemma":[0.9823524,0.01471558,0.0006196303,0.001182819,0.0007051642,0.0004244503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01274307,0.001305892,0.004835919,0.001191007,0.0009609847,0.001183595,0.003498465,0.00004544585,0.0000418697,0.003344591,0.9539399,0.01690924],"study_design_scores_gemma":[0.005221292,0.000650282,0.0001615747,0.00497816,0.00009299806,0.000474996,0.002364313,0.00005910277,0.00002742395,0.005362189,0.9799711,0.0006365944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.006581292,0.2890054,0.004656394,0.009933348,0.6728539,0.002285972,0.0006498301,0.0004249635,0.01360887],"genre_scores_gemma":[0.04534791,0.8766181,0.02422306,0.0005794032,0.04588584,0.001922686,0.002945118,0.0003167749,0.00216109],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.626968,"threshold_uncertainty_score":0.9994377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}