{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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":"3a8830b487da","filters":{"venue":"Annals of Joint"}},"results":[{"id":"W2558113089","doi":"10.21037/aoj.2016.11.02","title":"Polymeric biomaterials for bone regeneration","year":2016,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Biocompatibility; Regeneration (biology); Tissue engineering; Materials science; Bone tissue; Nanotechnology; Biomaterial; Polymer; Biocompatible material; Natural polymers; Biomedical engineering; Composite material; Engineering","authors":[{"name":"Chen Shi","is_ca":true},{"name":"Zhangqin Yuan","is_ca":false},{"name":"Fengxuan Han","is_ca":false},{"name":"Caihong Zhu","is_ca":false},{"name":"Bin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05200061589972604,"gpt":0.2606922119067821,"spread":0.2086915960070561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001980535,0.000109003,0.0002351002,0.00008080745,0.00001301512,0.00001244218,0.00005243675,0.00004187572,0.0001114309],"category_scores_gemma":[0.0000526187,0.00008313937,0.00005772885,0.00005090067,0.00001746486,0.00009962711,0.00001190448,0.000006222254,0.00003604447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008000961,"about_ca_system_score_gemma":0.000005463934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006181856,"about_ca_topic_score_gemma":6.403062e-7,"domain_scores_codex":[0.9993133,0.00001061081,0.0003196146,0.00009632228,0.0000713061,0.0001888624],"domain_scores_gemma":[0.9996463,0.00002622633,0.00004920619,0.0001903968,0.00004540879,0.00004246037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007963298,0.000006150334,0.000001197112,0.00008688892,0.0000221991,6.949552e-7,0.00002208167,0.0002874114,0.9833928,0.0005661845,0.006531366,0.009075069],"study_design_scores_gemma":[0.0001735717,0.00004379189,0.0002381942,0.00006458684,0.000004933087,0.0000040583,0.00000131869,0.0001776346,0.9925114,0.0003977985,0.006263178,0.000119572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440066,0.001292196,0.0513247,0.001151945,0.001203247,0.0002786028,0.0001361082,0.0003932595,0.000213394],"genre_scores_gemma":[0.9970526,0.0001683993,0.002240468,0.00002227468,0.0002092452,0.00004718439,0.000007260071,0.00003993487,0.0002126528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05304603,"threshold_uncertainty_score":0.3390325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384156707","doi":"10.21037/aoj-23-16","title":"Revision total hip arthroplasty for periprosthetic fracture: epidemiology, outcomes, and factors associated with success","year":2023,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Periprosthetic; Medicine; Epidemiology; Total hip arthroplasty; Population; Surgery; Arthroplasty; Internal medicine; Environmental health","authors":[{"name":"S. Morgan","is_ca":true},{"name":"Jonathan Bourget-Murray","is_ca":true},{"name":"Simon Garceau","is_ca":true},{"name":"George Grammatopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1203180786691174,"gpt":0.3573618737304742,"spread":0.2370437950613568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007776602,0.0001921953,0.0007065714,0.0001098946,0.0001077806,0.000007736574,0.0000277787,0.0001233496,0.00008446437],"category_scores_gemma":[0.001604453,0.0001137884,0.0001499511,0.0001416697,0.0001862537,0.0000708411,0.00003916522,0.0001511014,0.000006120124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007496439,"about_ca_system_score_gemma":0.00004764665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205849,"about_ca_topic_score_gemma":0.000007857167,"domain_scores_codex":[0.9986816,0.00006893262,0.0004188399,0.000277488,0.0001736307,0.0003795296],"domain_scores_gemma":[0.9986879,0.000565026,0.0002480353,0.0001884065,0.0001432107,0.0001674677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002189108,0.0001454259,0.966448,0.0001928529,0.0002489582,0.0000243189,0.0003238386,0.00002391008,0.0001119609,0.0001274759,0.01072996,0.02140435],"study_design_scores_gemma":[0.001281462,0.001130805,0.9866149,0.0003225726,0.00005825208,0.00002852657,0.0001518692,0.0002242543,0.000456491,0.00009057196,0.009498063,0.0001421708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912414,0.0003200875,0.000140542,0.007436629,0.0001311151,0.0004864993,0.0001237437,0.00007427858,0.00004572812],"genre_scores_gemma":[0.9977843,0.0002653637,0.00008571384,0.001194584,0.00004409142,0.00001042091,0.0001841536,0.00002492891,0.0004064729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02126218,"threshold_uncertainty_score":0.4640155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406711428","doi":"10.21037/aoj-24-48","title":"Expert consensus on vitamin D in osteoporosis","year":2025,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Maisonneuve-Rosemont; Hôtel-Dieu de Québec","funders":"National Key Research and Development Program of China; Tongji University","keywords":"Vitamin D and neurology; Osteoporosis; Consensus conference; Medicine; Computer science; Internal medicine","authors":[{"name":"Lei Sha","is_ca":false},{"name":"Xiaoya Zhang","is_ca":false},{"name":"Lige Song","is_ca":false},{"name":"Jiang Wen","is_ca":false},{"name":"Zheng Zhang","is_ca":false},{"name":"Jianqing Tian","is_ca":false},{"name":"Rui Yang","is_ca":false},{"name":"Shuhang Xu","is_ca":false},{"name":"Shanhu Qiu","is_ca":false},{"name":"Richard J. MacIsaac","is_ca":false},{"name":"Jasna Aleksova","is_ca":false},{"name":"Fabrice Mac‐Way","is_ca":true},{"name":"Marie-Ève Dupuis","is_ca":true},{"name":"David Benaiges","is_ca":false},{"name":"Dı́dac Mauricio","is_ca":false},{"name":"Joshua I. Barzilay","is_ca":false},{"name":"John C. Gallagher","is_ca":false},{"name":"Lingling Pan","is_ca":false},{"name":"Linlin Ji","is_ca":false},{"name":"Ping Fang","is_ca":false},{"name":"Ying Li","is_ca":false},{"name":"Qi Liu","is_ca":false},{"name":"Jiasheng Zhao","is_ca":false},{"name":"Ying Xue","is_ca":false},{"name":"Yuqin Shen","is_ca":false},{"name":"Lemin Wang","is_ca":false},{"name":"Junfeng Han","is_ca":false},{"name":"Guanghui Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2252592388982825,"gpt":0.4627441684939397,"spread":0.2374849295956572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000660807,0.0003728915,0.00291794,0.0008676086,0.00003034466,0.000007215642,0.0001497801,0.000252595,0.00007451959],"category_scores_gemma":[0.002643765,0.0002626933,0.0006861156,0.0005314215,0.0001884679,0.00001090262,0.0002115779,0.0004104252,0.00007040906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007911187,"about_ca_system_score_gemma":0.0005400032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009283936,"about_ca_topic_score_gemma":0.00001612985,"domain_scores_codex":[0.9975377,0.0002225349,0.0009057191,0.0004248076,0.0004884489,0.0004207338],"domain_scores_gemma":[0.9979894,0.0007797572,0.0002420044,0.0006333498,0.0002368887,0.0001185685],"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":[0.00002031537,0.0002940049,0.000005752886,0.04241877,0.0003063127,0.0002213763,0.000143974,9.388209e-8,0.00000594054,0.00004886813,0.1248721,0.8316625],"study_design_scores_gemma":[0.0004068166,0.0005629125,0.0001796832,0.1303456,0.0001262512,0.00001915845,0.0001612916,4.260995e-7,0.0002415794,0.00002359725,0.8677363,0.0001964274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006629392,0.9857499,2.600396e-7,0.00314708,0.0001304813,0.001133752,0.00006623626,0.00002288165,0.00968313],"genre_scores_gemma":[0.00008888219,0.9948016,0.0001250213,0.0005018854,0.00008738531,0.0002006415,0.00003659601,0.00002998793,0.00412803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8314661,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916194007","doi":"10.21037/aoj.2019.02.01","title":"Consideration of lateral augmentation in anatomic anterior cruciate ligament reconstruction","year":2019,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Knee injuries and reconstruction techniques","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":"Fowler Kennedy Sport Medicine Clinic; Western University","funders":"","keywords":"Anterolateral ligament; Biomechanics; Anterior cruciate ligament; Anterior cruciate ligament reconstruction; Kinematics; Medicine; Ligament; Anatomy; Orthodontics; Physics","authors":[{"name":"Scott Tulloch","is_ca":true},{"name":"Alan Getgood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03568428216380978,"gpt":0.327348752412104,"spread":0.2916644702482943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002741374,0.00006701863,0.0003698461,0.0002876707,0.000009279154,0.000006214113,0.00001981481,0.00006153226,0.0001852095],"category_scores_gemma":[0.00002012499,0.00005954087,0.0001036164,0.00008206988,0.00005594004,0.0001125361,0.00001298538,0.00006614721,0.000005458804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002185412,"about_ca_system_score_gemma":0.00004387763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249312,"about_ca_topic_score_gemma":0.00001008416,"domain_scores_codex":[0.9989651,0.00002550041,0.0006940062,0.0001131185,0.0001177225,0.00008452936],"domain_scores_gemma":[0.9993806,0.000009900657,0.0003477536,0.0001094834,0.0001258067,0.00002642129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005547921,0.0001631497,0.2712518,0.000523711,0.00008627349,0.000004102973,0.0006612912,0.00001288148,0.5128171,0.0001806868,0.0001476621,0.2135966],"study_design_scores_gemma":[0.0007518128,0.000450837,0.1347145,0.002245918,0.000009585428,0.00006838262,0.0002437057,0.0001595835,0.8600267,0.001248369,0.00001924844,0.0000613612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978417,0.0003551103,0.00004041416,0.0007189547,0.0002097176,0.0003420639,0.000003762196,0.00001889069,0.0004694195],"genre_scores_gemma":[0.9970657,0.001442825,0.001218892,0.0001671332,0.00001890381,0.000006183674,0.000001663945,0.000005858266,0.00007287054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472096,"threshold_uncertainty_score":0.2428006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391036602","doi":"10.21037/aoj-23-31","title":"Treatment of femoral bone loss in revision total hip arthroplasty: a clinical practice review","year":2024,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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":"Stornoway Diamond (Canada)","funders":"","keywords":"Medicine; Femur; Surgery; Femoral bone; Fixation (population genetics); Implant; Radiography; Arthroplasty","authors":[{"name":"Erden Ali","is_ca":true},{"name":"Lisa C. Howard","is_ca":true},{"name":"Michael E. Neufeld","is_ca":true},{"name":"Bassam A. Masri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1303471042737868,"gpt":0.4305672816942218,"spread":0.3002201774204349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008701783,0.0001575461,0.0008444557,0.0001101999,0.00001467055,0.000006930053,0.00002121655,0.00007581032,0.000266645],"category_scores_gemma":[0.000743001,0.0001068119,0.0003508851,0.0002200919,0.0001212997,0.00012681,0.00003262109,0.0001592059,0.00008025792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000161478,"about_ca_system_score_gemma":0.0001886279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004325833,"about_ca_topic_score_gemma":0.000003933583,"domain_scores_codex":[0.9979438,0.0001331689,0.001101944,0.0002800386,0.0003248883,0.000216121],"domain_scores_gemma":[0.9989596,0.0002593276,0.0002166063,0.0002892165,0.0001459721,0.0001293034],"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":[0.0004773361,0.001582329,0.005512059,0.003281943,0.0001824249,0.002416811,0.0001908261,9.464583e-7,0.00009547334,0.0003653829,0.01434027,0.9715542],"study_design_scores_gemma":[0.002697653,0.009044607,0.04133666,0.02633088,0.000436557,0.003975632,0.0001531406,0.0001696791,0.0008832064,0.0000515192,0.9146659,0.0002545494],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467834,0.2152546,0.00004055076,0.03417501,0.0006729242,0.000900596,0.00005833715,0.00004345629,0.002071196],"genre_scores_gemma":[0.7630329,0.2341619,0.0009572484,0.001079924,0.0002556464,0.00000719879,0.00002211572,0.00001882927,0.0004642321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9712996,"threshold_uncertainty_score":0.4355661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794662895","doi":"10.21037/aoj.2018.03.08","title":"Cartilage repair in the hip","year":2018,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Hip disorders and treatments","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":"Dalhousie University","funders":"","keywords":"Cartilage; Computer science; Medicine; Anatomy","authors":[{"name":"Erin Gordey","is_ca":true},{"name":"Ivan Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.103297456583228,"gpt":0.3590279566706346,"spread":0.2557305000874066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000192412,0.00004490148,0.0001121816,0.00003609999,0.00001738117,0.000001459723,0.00002954552,0.00002222327,0.0001066675],"category_scores_gemma":[0.0000527593,0.00002579776,0.00007605727,0.00008982222,0.00005623537,0.00001755958,0.00000955853,0.00003779354,0.00007178428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002849069,"about_ca_system_score_gemma":0.00001841183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001201505,"about_ca_topic_score_gemma":0.0000535939,"domain_scores_codex":[0.999562,0.00002370536,0.0001245887,0.00007586586,0.0001078327,0.0001060186],"domain_scores_gemma":[0.9996716,0.00001316981,0.00002797341,0.0002104598,0.0000520426,0.00002473318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008693711,0.004982967,0.3071743,0.0003274149,0.0003690943,0.0007952512,0.03166484,0.000001425274,0.02011342,0.004904166,0.585737,0.04306071],"study_design_scores_gemma":[0.002525766,0.003393404,0.7570799,0.0002818459,0.0000845051,0.00005068847,0.002037494,0.0000564292,0.145172,0.004513141,0.08463686,0.0001680315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973968,0.0003243191,0.000002521279,0.00707131,0.00002634763,0.0001429335,0.000002744176,0.00001338142,0.01844839],"genre_scores_gemma":[0.9964418,0.00004191273,0.00007788617,0.003024213,0.00004417952,0.000006517906,0.000002254317,0.000004144077,0.0003571366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5011002,"threshold_uncertainty_score":0.1167934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391036611","doi":"10.21037/aoj-23-24","title":"Glenoid bone loss in shoulder arthroplasty: a narrative review","year":2024,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Shoulder Injury and Treatment","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":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Arthroplasty; Narrative review; Implant; Total hip arthroplasty; Shoulder surgery; Dentistry; Surgery; Intensive care medicine","authors":[{"name":"Sultan Al-Omairi","is_ca":true},{"name":"Adeeba Albadran","is_ca":true},{"name":"Danielle Dagher","is_ca":true},{"name":"Timothy Leroux","is_ca":true},{"name":"Moin Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.193104712111544,"gpt":0.4607196845547709,"spread":0.2676149724432269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005389757,0.000577977,0.004106069,0.0003737825,0.00002420006,0.00001050084,0.00007810236,0.0002793514,0.0004401381],"category_scores_gemma":[0.0001478303,0.0003726528,0.001240257,0.0006384524,0.0001208146,0.00005266502,0.0001012102,0.0006869794,0.0003146753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006973245,"about_ca_system_score_gemma":0.0005212706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001692685,"about_ca_topic_score_gemma":0.00001701496,"domain_scores_codex":[0.9971036,0.0001701387,0.001377073,0.0005737352,0.0004161295,0.0003593133],"domain_scores_gemma":[0.998616,0.00006989803,0.0003763827,0.0006265949,0.000149492,0.0001615898],"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":[0.00002649231,0.0004919886,0.000003972649,0.2362088,0.001071058,0.001705042,0.0003090133,5.54731e-8,3.040242e-7,0.0001936101,0.08441807,0.6755716],"study_design_scores_gemma":[0.0001903184,0.0004052047,0.000005623298,0.2557467,0.003033205,0.0004546758,0.00003207296,1.763861e-7,0.00002144254,0.0001173131,0.7397879,0.0002054241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001911095,0.9913076,0.000001820193,0.004191051,0.0002551194,0.001926307,0.00009268346,0.00004442074,0.002161936],"genre_scores_gemma":[0.00004935174,0.9958168,0.00007070206,0.001263879,0.0001564454,0.0003285891,0.000171861,0.00007107533,0.002071269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6753662,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770061733","doi":"10.21037/aoj.2017.10.14","title":"First-time anterior shoulder dislocation natural history and epidemiology: immobilization versus early surgical repair","year":2017,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Shoulder Injury and Treatment","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":"Pan Am Clinic","funders":"","keywords":"Natural history; External rotation; Medicine; Dislocation; Anterior shoulder dislocation; Internal rotation; Anterior shoulder; Epidemiology; Surgery; Internal medicine","authors":[{"name":"Tanner Gurney-Dunlop","is_ca":true},{"name":"Ahmed Shawky Eid","is_ca":true},{"name":"Jason Old","is_ca":true},{"name":"James Dubberley","is_ca":true},{"name":"Peter S. Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.136746697258057,"gpt":0.383199264573878,"spread":0.246452567315821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004389058,0.0001226584,0.000399386,0.00005778668,0.0001158447,0.000005368639,0.00005197255,0.0001014037,0.0001065514],"category_scores_gemma":[0.000632866,0.00009580782,0.0001568339,0.00001768702,0.0002412137,0.0001469112,0.00005032312,0.0001027754,0.00001406228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005167686,"about_ca_system_score_gemma":0.0000383779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001518341,"about_ca_topic_score_gemma":0.00001782383,"domain_scores_codex":[0.9990821,0.00006134706,0.0003267039,0.000250537,0.0001112679,0.0001680755],"domain_scores_gemma":[0.9989341,0.0001460949,0.0002363371,0.0004627274,0.000126398,0.00009434774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02521626,0.002996447,0.8007783,0.001398664,0.003251214,0.0007889427,0.004286255,0.00002856445,0.009974569,0.006629259,0.08200683,0.0626447],"study_design_scores_gemma":[0.002113702,0.001162946,0.9821073,0.0001606433,0.0001739766,0.00004499434,0.00001942644,0.000861733,0.00297302,0.0001620355,0.01009554,0.0001247073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874889,0.004612135,0.0000116589,0.006016207,0.0003792123,0.0002506448,0.000004853312,0.00005252398,0.001183926],"genre_scores_gemma":[0.9976521,0.0005327814,0.0002861549,0.0002162559,0.0001076709,0.0000166218,0.00002119088,0.00001139703,0.001155786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.181329,"threshold_uncertainty_score":0.3906929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792108729","doi":"10.21037/aoj.2018.01.05","title":"Outcomes after arthroscopic surgery for femoroacetabular impingement with global pincer: a systematic review","year":2018,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Hip disorders and treatments","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; McMaster University Medical Centre; Impact","funders":"","keywords":"Femoroacetabular impingement; Pincer movement; Medicine; Hip arthroscopy; Surgery; Arthroscopy; Biology","authors":[{"name":"Muzammil Memon","is_ca":true},{"name":"Jeffrey Kay","is_ca":true},{"name":"Nicole Simunovic","is_ca":true},{"name":"Andrew Duong","is_ca":true},{"name":"Olufemi R. Ayeni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1472469286849905,"gpt":0.4130604279740921,"spread":0.2658134992891017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005976108,0.0005535004,0.006704444,0.0001052188,0.00003785804,0.00001550679,0.00009984137,0.0001362432,0.00008936469],"category_scores_gemma":[0.0002262737,0.000302675,0.001635778,0.0002265905,0.00007870403,0.00004267399,0.00004971813,0.000080285,0.00008815878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006388281,"about_ca_system_score_gemma":0.0003878455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156505,"about_ca_topic_score_gemma":0.00001301576,"domain_scores_codex":[0.9971776,0.0001176666,0.001453548,0.000444484,0.0004110021,0.0003957109],"domain_scores_gemma":[0.9975731,0.00009864441,0.0009995975,0.0008681313,0.0003029218,0.0001575639],"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":[0.00002271305,0.000248958,0.0003982523,0.9747347,0.002743459,0.00003826673,0.000007733016,3.604293e-9,1.614256e-9,0.000009847075,0.005076327,0.01671979],"study_design_scores_gemma":[0.0003570929,0.000414005,0.0001172983,0.8493682,0.01029114,0.00005501538,0.000004884125,2.633278e-7,4.56823e-7,0.00001785008,0.1391303,0.0002434662],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002537419,0.9910642,0.00006886126,0.0004995189,0.0001205695,0.007933842,0.00013813,0.00002704292,0.0001224988],"genre_scores_gemma":[0.00003242589,0.9952788,0.0003826038,0.001385972,0.00004892253,0.002369825,0.0001413687,0.00005226435,0.0003077804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.134054,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767508767","doi":"10.21037/aoj.2017.10.09","title":"Assessment of bone loss in anterior shoulder instability","year":2017,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Shoulder Injury and Treatment","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 Calgary","funders":"","keywords":"Anterior shoulder; Medicine; Bankart lesion; Soft tissue; Surgery; Orthodontics; Lesion","authors":[{"name":"Cory A. Kwong","is_ca":true},{"name":"Eva M. Gusnowski","is_ca":true},{"name":"Kelvin K. W. Tam","is_ca":true},{"name":"Ian K.Y. Lo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1376407433492941,"gpt":0.4406990405908281,"spread":0.303058297241534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004906045,0.0001012817,0.0005345098,0.00008560679,0.00003629326,0.000006777397,0.00006942185,0.00005894825,0.0001428852],"category_scores_gemma":[0.0001695963,0.00007904691,0.000153771,0.00003644138,0.0001701544,0.0000886702,0.00007606229,0.0001037566,0.000001919773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002026389,"about_ca_system_score_gemma":0.00009400488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002360997,"about_ca_topic_score_gemma":0.00007233876,"domain_scores_codex":[0.9989442,0.00002980721,0.0004708034,0.0001756882,0.0002239681,0.0001555263],"domain_scores_gemma":[0.9987864,0.0000273202,0.000265884,0.0007188519,0.0001338603,0.00006761766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879245,0.001486533,0.977335,0.0002855356,0.0001008933,0.0001130713,0.0001823637,0.000001856373,0.01146801,0.0004446537,0.0001748908,0.008219275],"study_design_scores_gemma":[0.0009826744,0.0004818857,0.8542417,0.0002275166,0.00003526963,0.00001074134,0.00004495986,0.00001808283,0.1433577,0.0003382443,0.0002101535,0.00005106406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881257,0.0002367069,0.00002106099,0.004186128,0.00007376733,0.0002710943,0.00001877891,0.000007419899,0.007059348],"genre_scores_gemma":[0.9989818,0.0001412705,0.0005180159,0.0002057532,0.00002285347,0.00001336021,0.000003857341,0.000007659456,0.0001053828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318897,"threshold_uncertainty_score":0.3223439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297107097","doi":"10.21037/aoj-22-4","title":"Risk factors for recurrence of periprosthetic joint infection following operative management: a cohort study with average 5-year follow-up","year":2022,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopedic Infections and Treatments","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":"McMaster University","funders":"","keywords":"Medicine; Periprosthetic; Logistic regression; Surgery; Retrospective cohort study; Cohort; Arthroplasty; Internal medicine","authors":[{"name":"Seper Ekhtiari","is_ca":true},{"name":"Aaron Gazendam","is_ca":true},{"name":"Ahmed Saidahmed","is_ca":true},{"name":"Danielle Petruccelli","is_ca":true},{"name":"Mitchell Winemaker","is_ca":true},{"name":"Justin D. de Beer","is_ca":true},{"name":"Vivek Shah","is_ca":false},{"name":"Thomas J. Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04261203381338435,"gpt":0.3183977162286891,"spread":0.2757856824153048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005509085,0.0001687068,0.0004563844,0.000223977,0.0002862203,0.00000978668,0.00002966776,0.00002317525,0.0001292021],"category_scores_gemma":[0.00006368839,0.0001286748,0.0002718804,0.000304014,0.00003662912,0.00008551239,0.00007541929,0.0001459824,0.000001923072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005394228,"about_ca_system_score_gemma":0.00004860205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007165123,"about_ca_topic_score_gemma":0.000039461,"domain_scores_codex":[0.9986515,0.0001056236,0.0003728018,0.0002967071,0.0003829548,0.0001903852],"domain_scores_gemma":[0.9991981,0.00002760023,0.0002476256,0.0002892013,0.0001748496,0.00006264188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003283211,0.001605411,0.9916204,0.00007945877,0.001574852,0.00002509557,0.002372984,0.0002302455,0.00005208535,0.0001049663,0.00009571957,0.001910516],"study_design_scores_gemma":[0.005569878,0.01402216,0.9715952,0.0001510513,0.0009404234,0.00001347242,0.004173152,0.0001255497,0.002644925,0.00007553422,0.0005045483,0.0001840987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950047,0.00004104913,0.0005059157,0.00005022157,0.0002592776,0.002785034,0.00007071858,0.00002607464,0.001257055],"genre_scores_gemma":[0.9985352,0.00007934163,0.0002370928,0.00002637486,0.00001405909,0.0004976382,0.00004470331,0.00002268925,0.000542947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02002514,"threshold_uncertainty_score":0.5247205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409823431","doi":"10.21037/aoj-24-53","title":"Comparison of open, percutaneous, or mini-open repair in the treatment of Achilles tendon ruptures: a systematic review and meta-analysis based on comparison studies","year":2025,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Tendon Structure and Treatment","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":"","keywords":"Achilles tendon; Medicine; Percutaneous; Meta-analysis; Surgery; Open surgery; Tendon; Internal medicine","authors":[{"name":"Thomas Cho","is_ca":false},{"name":"Ajay Nair","is_ca":false},{"name":"Elisabeth Sohn","is_ca":false},{"name":"Rayanne Mustapha","is_ca":false},{"name":"Shradha Shendge","is_ca":false},{"name":"Jiayong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5244881299490065,"gpt":0.554971482418619,"spread":0.03048335246961253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001096754,0.0007069209,0.02541052,0.0005593727,0.00005096076,0.0000212798,0.0005371533,0.0001413469,0.00007032643],"category_scores_gemma":[0.0004808482,0.0002761321,0.00356302,0.0009782491,0.0001342043,0.00003259165,0.000161531,0.0001746811,0.000001041247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006842206,"about_ca_system_score_gemma":0.0002789197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004356887,"about_ca_topic_score_gemma":0.0004586959,"domain_scores_codex":[0.9939705,0.001402,0.00329489,0.0005912072,0.0005257077,0.0002157182],"domain_scores_gemma":[0.9934524,0.002076549,0.002483433,0.001624355,0.0002953714,0.00006786909],"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":[0.0001505111,0.002512898,0.00003952992,0.7641622,0.2252813,0.00009193908,0.001013177,0.00000473917,1.159352e-7,0.00006580579,0.002787248,0.003890505],"study_design_scores_gemma":[0.0005038798,0.003583972,0.00002758429,0.1398187,0.8314526,0.00005641117,0.0009754623,0.000006753497,0.00001656968,0.000009963594,0.02335426,0.0001938221],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001955746,0.9868119,0.000001056591,0.001407855,0.00001479947,0.01092621,0.00053803,0.000009659047,0.0002709442],"genre_scores_gemma":[0.002833109,0.9943697,0.0005626715,0.0007044531,0.000006649675,0.0009839784,0.0001555932,0.00002113059,0.0003626421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6243435,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319934862","doi":"10.21037/aoj-22-33","title":"Radiofrequency ablation prior to total knee arthroplasty does not improve post-surgical pain or recovery: a double-blinded, multi-center, randomized clinical trial","year":2023,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Anesthesia and Pain Management","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":"","keywords":"Medicine; WOMAC; Osteoarthritis; Randomized controlled trial; Arthroplasty; Oxford knee score; Radiofrequency ablation; Pulsed radiofrequency; Opioid; Prospective cohort study; Narcotic; Anesthesia; Visual analogue scale; Surgery; Physical therapy; Ablation; Internal medicine; Pain relief","authors":[{"name":"Jeffrey Lyman","is_ca":false},{"name":"Adam J. Olscamp","is_ca":false},{"name":"Timothy P. Lovell","is_ca":false},{"name":"Corbett D. Winegar","is_ca":false},{"name":"Alexi N. Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1409286167769416,"gpt":0.3900225074227789,"spread":0.2490938906458374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01275858,0.000278999,0.00135828,0.0002990419,0.00008628363,0.00003700018,0.0000795491,0.0002133872,0.0002347659],"category_scores_gemma":[0.003205556,0.0001697394,0.0008728433,0.0003214232,0.0001389723,0.0001174955,0.00007179882,0.0002989834,0.0001633158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002503269,"about_ca_system_score_gemma":0.00018657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009964706,"about_ca_topic_score_gemma":0.00001533164,"domain_scores_codex":[0.9956818,0.001219202,0.001573961,0.0005306787,0.0005379786,0.0004564335],"domain_scores_gemma":[0.9967955,0.001770489,0.0004047916,0.0004668776,0.0002436114,0.0003187753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8737713,0.001229408,0.0003703583,0.00014767,0.0004056572,0.0002979466,0.0002829416,0.0000203265,0.0002418805,0.000150614,0.00244461,0.1206373],"study_design_scores_gemma":[0.9623549,0.006633607,0.002023592,0.0003025489,0.0001912505,0.00003209809,0.0002578432,0.002584109,0.0007038375,0.00008222371,0.02450028,0.0003337009],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972186,0.00007988322,0.001680579,0.01897502,0.0008865878,0.005802182,0.00002339892,0.0001786687,0.0001877133],"genre_scores_gemma":[0.9698538,0.001456665,0.003832649,0.008507266,0.001635501,0.0005574148,0.0001724333,0.00008419625,0.01390004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203036,"threshold_uncertainty_score":0.6921773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884256133","doi":"10.21037/aoj.2018.07.01","title":"Efficacy of corticosteroid injection for subacromial impingement syndrome","year":2018,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Shoulder Injury and Treatment","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":"","keywords":"Medicine; Corticosteroid; Visual analogue scale; Shoulder Impingement Syndrome; Rotator cuff; Physical therapy; Limiting; Impingement syndrome; Subacromial impingement; Cohort; Prospective cohort study; Surgery; Anesthesia; Internal medicine","authors":[{"name":"Kirsten D. Garvey","is_ca":false},{"name":"Muriel J. Solberg","is_ca":false},{"name":"Andrew Cai","is_ca":false},{"name":"Elizabeth G. Matzkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1220303307154664,"gpt":0.3876827360663951,"spread":0.2656524053509288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001676647,0.00008405085,0.0002838243,0.00008067625,0.00002996748,0.000002905811,0.0000299465,0.000044134,0.00008820508],"category_scores_gemma":[0.00008100002,0.00006825953,0.0001495334,0.00007370238,0.0000784478,0.00003299156,0.00002129802,0.00003344899,0.00001224516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442191,"about_ca_system_score_gemma":0.00003712587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882999,"about_ca_topic_score_gemma":0.000005321216,"domain_scores_codex":[0.9992258,0.00001296793,0.0003333219,0.0001376756,0.0001442241,0.0001460016],"domain_scores_gemma":[0.9993057,0.00003523791,0.0001506273,0.0002111598,0.0002383426,0.00005897316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02789657,0.01258958,0.03585306,0.002441674,0.00510839,0.0001159538,0.005185329,0.00002164637,0.6386372,0.00217594,0.0433277,0.2266469],"study_design_scores_gemma":[0.002549042,0.01368148,0.188333,0.0001338247,0.0002074061,0.00007637034,0.00005684967,0.00002056321,0.7933733,0.0002371666,0.001264604,0.00006634246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997463,0.00009817428,0.000261036,0.000845086,0.0002058491,0.0005640709,0.00001647294,0.00001647079,0.0005298299],"genre_scores_gemma":[0.9989219,0.00001250533,0.000494816,0.0002630677,0.0001070068,0.00002297786,0.000015664,0.00001045368,0.0001515767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2265805,"threshold_uncertainty_score":0.2783543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2439451118","doi":"10.21037/aoj.2016.06.01","title":"Management of Vancouver B2 peri-prosthetic femoral fractures: following the evidence","year":2016,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Radiological weapon; Femur; Arthroplasty; Total hip arthroplasty; Surgery; Adverse effect; Randomized controlled trial; Peri; Hip fracture; Hip arthroplasty; Osteoporosis; Internal medicine","authors":[{"name":"Andrew N. Fleischman","is_ca":false},{"name":"Antonia F. Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08188252079699496,"gpt":0.3438536500472183,"spread":0.2619711292502234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003678207,0.0001013732,0.0002446267,0.00003963669,0.00004519937,0.000004142582,0.0000719416,0.00003098111,0.000363767],"category_scores_gemma":[0.00007020876,0.00004512061,0.0002133404,0.00006510972,0.0001078541,0.00008474757,0.0000671226,0.0000596024,0.00001863506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005780768,"about_ca_system_score_gemma":0.00002796008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982351,"about_ca_topic_score_gemma":0.00001018206,"domain_scores_codex":[0.9990379,0.00002828031,0.0002920057,0.0001476364,0.000299859,0.0001943235],"domain_scores_gemma":[0.9993748,0.00006645814,0.0001346187,0.0003003968,0.00006417215,0.00005953511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005663931,0.0003704414,0.03427371,0.0007131051,0.0006986771,0.0003831408,0.001138686,0.000004943396,0.01101049,0.0007239117,0.04909066,0.9010258],"study_design_scores_gemma":[0.004214518,0.002473144,0.7322609,0.01405245,0.0005747026,0.0001188425,0.003184484,0.00004240234,0.12428,0.001354337,0.1169075,0.0005367955],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890772,0.0008577033,0.0004121414,0.006627611,0.0004069054,0.0003244171,0.00000825236,0.00001604694,0.002269693],"genre_scores_gemma":[0.9971998,0.0005562408,0.0002598088,0.0007637683,0.00006003981,0.000007133645,5.239979e-7,0.00001048779,0.001142215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.900489,"threshold_uncertainty_score":0.3982994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387783661","doi":"10.21037/aoj-23-27","title":"Outcomes of modular stem for the treatment of periprosthetic femoral fracture: a systematic review of the literature","year":2023,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Cochrane Library; Meta-analysis; Surgery; Systematic review; Inclusion and exclusion criteria; Complication; Harris Hip Score; Arthroplasty; MEDLINE; Randomized controlled trial; Internal medicine","authors":[{"name":"Giorgio Cacciola","is_ca":false},{"name":"Lorenzo Braconi","is_ca":false},{"name":"Francesco Bosco","is_ca":false},{"name":"Fortunato Giustra","is_ca":false},{"name":"Luigi Sabatini","is_ca":false},{"name":"Marcello Capella","is_ca":false},{"name":"Federico De Meo","is_ca":false},{"name":"Pietro Cavaliere","is_ca":false},{"name":"Giuseppe Solarino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1550563094226415,"gpt":0.3899537584661359,"spread":0.2348974490434944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006466568,0.0003517119,0.004815616,0.00008810392,0.00003536588,0.000005120799,0.0001853381,0.0001434402,0.00001636112],"category_scores_gemma":[0.0002443871,0.000123421,0.002581679,0.0002753575,0.0001268113,0.00001816402,0.00003929238,0.0001289614,0.000002001605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001505039,"about_ca_system_score_gemma":0.0001757378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008430144,"about_ca_topic_score_gemma":0.000001122612,"domain_scores_codex":[0.9972405,0.0001905774,0.001739696,0.000200135,0.0004457322,0.00018335],"domain_scores_gemma":[0.9962429,0.0003805418,0.001985824,0.00101312,0.000330386,0.00004717328],"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":[0.00001042765,0.0001896854,0.00001557407,0.9586069,0.001324479,0.000004710793,0.00030087,3.708465e-7,5.449556e-7,0.00004913123,0.0005025162,0.03899478],"study_design_scores_gemma":[0.0003070712,0.0007524666,0.0001129463,0.8728343,0.005517574,0.00007445241,0.00006281075,0.000003532818,0.00004672476,0.00001036449,0.1201804,0.00009736186],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001197449,0.9918547,0.000005980467,0.0009431591,0.0001883313,0.006196664,0.0006728524,0.000007367896,0.00001120907],"genre_scores_gemma":[0.0004317304,0.9980657,0.00002675515,0.0002662463,0.00004725867,0.0002590262,0.00004440474,0.00004046012,0.0008184502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1196779,"threshold_uncertainty_score":0.5032964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998324778","doi":"10.21037/aoj.2019.12.10","title":"Contemporary surgical approaches for hip resurfacing","year":2020,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Hip resurfacing; Medicine; Surgery; Femoral head; Arthroplasty; Surgical procedures; Blood supply; Total hip arthroplasty","authors":[{"name":"Adriana Martinez Gomez","is_ca":true},{"name":"George Grammatopoulos","is_ca":true},{"name":"Paul E. Beaulé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4087355149331628,"gpt":0.3458290851437738,"spread":0.06290642978938904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332728,0.00008536164,0.0003143834,0.00002503222,0.0000312767,0.000005294783,0.00002801288,0.00004638642,0.00004999906],"category_scores_gemma":[0.0001387507,0.00006384851,0.0001608727,0.00005392587,0.00005687433,0.00004435139,0.00002618069,0.00008213515,0.000009815272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001580947,"about_ca_system_score_gemma":0.00006747876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000744194,"about_ca_topic_score_gemma":1.758069e-7,"domain_scores_codex":[0.9992346,0.00001918473,0.0002851099,0.0001617873,0.0001439527,0.0001553493],"domain_scores_gemma":[0.9995263,0.00005920785,0.00008483139,0.0001022896,0.0000574556,0.0001699572],"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":[0.007722389,0.000968063,0.04100456,0.003106461,0.0007897946,0.0008380839,0.003826844,0.00006992204,0.006991389,0.007520109,0.7074174,0.219745],"study_design_scores_gemma":[0.007602236,0.003829389,0.01954589,0.0004667846,0.00007024684,0.000230097,0.001203987,0.003375165,0.0696313,0.0003159981,0.8933027,0.0004262461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243777,0.001763913,0.0006528694,0.05041891,0.0001168819,0.0006252225,0.0001015795,0.0000707021,0.02187224],"genre_scores_gemma":[0.9971489,0.00004833346,0.0005347533,0.001793392,0.0002469642,0.000006217824,0.00003022984,0.0000121908,0.0001790175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193187,"threshold_uncertainty_score":0.2603666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944503315","doi":"10.21037/aoj.2019.04.01","title":"Does metal allergy have relevance in patients undergoing arthroplasty—an electronic survey of surgeon attitudes","year":2019,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Allergy; Specialty; Family medicine; Arthroplasty; Population; Surgery; Physical therapy; Environmental health","authors":[{"name":"Karl B. Scheidt","is_ca":false},{"name":"Mark Schultzel","is_ca":false},{"name":"John M. Itamura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03385725141474503,"gpt":0.2906565514062583,"spread":0.2567992999915132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004074822,0.0001338745,0.0005253494,0.0001312777,0.00001377143,0.000006672791,0.00005904551,0.00005379959,0.0002277485],"category_scores_gemma":[0.0003162678,0.00009264566,0.0001013275,0.0001025995,0.0000383027,0.0001784775,0.00004225356,0.0001265758,0.00001214282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001995592,"about_ca_system_score_gemma":0.0001468827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551898,"about_ca_topic_score_gemma":0.02448596,"domain_scores_codex":[0.9986119,0.0001033856,0.0005051599,0.0002039305,0.0002851128,0.0002904861],"domain_scores_gemma":[0.998951,0.0001957985,0.0002296668,0.0002890097,0.0002779533,0.00005661705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875702,0.0005610768,0.9912447,0.0001888278,0.0001951977,0.000004312312,0.0002124964,0.00006943077,0.001593018,0.0003273149,0.0001615616,0.005154505],"study_design_scores_gemma":[0.001149783,0.0009918041,0.9852493,0.0003718871,0.000005777973,9.775032e-7,0.00007141775,0.00006501572,0.01113172,0.0001078631,0.0007439707,0.0001105027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985235,0.0004476261,0.00000560872,0.0003277257,0.0001169886,0.0002158383,0.00001532708,0.00000871528,0.0003386164],"genre_scores_gemma":[0.9978319,0.0016668,0.00003080591,0.0001123314,0.00001180527,0.000003464462,0.00005779329,0.00001611716,0.0002690012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293406,"threshold_uncertainty_score":0.9933146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402446347","doi":"10.21037/aoj-24-14","title":"Comparison of the outcomes of syndesmotic ankle fractures treated with dynamic fixation versus static fixation versus fibular nail: a meta-analysis and systematic review","year":2024,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Foot and Ankle Surgery","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":"Fixation (population genetics); Ankle; Syndesmosis; Orthodontics; Meta-analysis; Medicine; Fibula; Surgery; Tibia; Internal medicine","authors":[{"name":"Thomas Cho","is_ca":false},{"name":"Amy Waters","is_ca":false},{"name":"S. Senthilkumar","is_ca":false},{"name":"Shradha Shendge","is_ca":false},{"name":"Jiayong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1465910174958865,"gpt":0.4053475054444329,"spread":0.2587564879485463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005867468,0.0001665368,0.001998625,0.000235021,0.00002568601,0.00001058593,0.00005809071,0.00004797308,0.00008937491],"category_scores_gemma":[0.0006586278,0.00008342193,0.0007069987,0.0006976275,0.00008942733,0.00007063265,0.00002033308,0.00009686308,0.000001745571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001580854,"about_ca_system_score_gemma":0.00005308527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001183456,"about_ca_topic_score_gemma":0.00006478339,"domain_scores_codex":[0.9982519,0.0001836568,0.0008269722,0.0001766226,0.0004487608,0.0001120483],"domain_scores_gemma":[0.9981082,0.0005974998,0.0006104723,0.0003902255,0.0002525894,0.00004101971],"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":[0.001447129,0.0007250676,0.01947812,0.5793449,0.3920405,0.00003068249,0.001941624,0.001143151,0.001332157,0.000310934,0.001529171,0.0006765842],"study_design_scores_gemma":[0.002066618,0.002324452,0.1364028,0.03811934,0.7843932,0.00001016382,0.0008466236,0.0181498,0.01713608,0.0001227261,0.00002730605,0.0004009424],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192632,0.07585302,0.0001821427,0.003405327,0.00007673748,0.001069469,0.00004598852,0.0000270204,0.00007702679],"genre_scores_gemma":[0.9988675,0.0007731562,0.00008588036,0.0000903203,0.000003028354,0.00002353917,0.0000476294,0.00001235996,0.00009655068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412256,"threshold_uncertainty_score":0.3401847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409823485","doi":"10.21037/aoj-24-62","title":"Sports injuries during Kabaddi: a literature review","year":2025,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Sports injuries and prevention","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":"McMaster University Medical Centre","funders":"","keywords":"Psychology; Medicine; Psychiatry","authors":[{"name":"Amit Kumar Meena","is_ca":false},{"name":"Amit Kumar Yadav","is_ca":false},{"name":"Sameer Panchal","is_ca":false},{"name":"Shahbaz S. Malik","is_ca":false},{"name":"Luca Farinelli","is_ca":false},{"name":"Riccardo D’Ambrosi","is_ca":false},{"name":"Darren de","is_ca":true},{"name":"Sachin Tapasvi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05465680710791117,"gpt":0.4017043812280447,"spread":0.3470475741201335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005465358,0.0003965447,0.003048514,0.0003399951,0.00004435369,0.00001626488,0.0001124326,0.0002955085,0.0006347213],"category_scores_gemma":[0.0002683911,0.0002887476,0.001591593,0.0006101201,0.00005037371,0.00007308299,0.000109051,0.0004735315,0.00001078808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001716768,"about_ca_system_score_gemma":0.0003293227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003015889,"about_ca_topic_score_gemma":4.48648e-7,"domain_scores_codex":[0.9976586,0.00006716158,0.00129342,0.0003737924,0.0003577333,0.0002492733],"domain_scores_gemma":[0.9980605,0.00003325835,0.0007742661,0.0007342416,0.0002917032,0.0001060705],"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":[0.00001092451,0.00004357945,0.000004097392,0.4333969,0.0001517075,0.00009282992,0.00001613103,3.411251e-9,1.302724e-7,0.0001067284,0.02449256,0.5416844],"study_design_scores_gemma":[0.00004334129,0.00004375432,0.0000675292,0.4594799,0.0008261411,0.00008751635,0.000001504604,5.814077e-9,0.00001092883,0.00005268285,0.539273,0.0001136734],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009429542,0.9933777,0.000001137664,0.0006470901,0.0002726779,0.001224968,0.0001131486,0.0000456878,0.004308133],"genre_scores_gemma":[0.000003883963,0.9896881,0.0001181192,0.0007292979,0.0002352922,0.00007840021,0.000536389,0.00003317902,0.008577328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5415707,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285535238","doi":"10.21037/aoj-22-3","title":"Massive pseudotumor of unknown etiology in a cemented metal-on-polyethylene total hip arthroplasty: a case report","year":2022,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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; McMaster University","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Complication; Radiology; Arthroplasty","authors":[{"name":"Aaron Gazendam","is_ca":true},{"name":"Karim Masrouha","is_ca":false},{"name":"Snežana Popović","is_ca":true},{"name":"Michelle Ghert","is_ca":true},{"name":"David J. D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06157057671866424,"gpt":0.3184492014317183,"spread":0.2568786247130541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007043781,0.0001857996,0.0006831874,0.0003506522,0.00007709235,0.00000253332,0.00004153595,0.00005170758,0.00150212],"category_scores_gemma":[0.000302462,0.0001598947,0.000215708,0.0002847834,0.0001677513,0.00004068279,0.0001556345,0.0003307664,0.000008336902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002514381,"about_ca_system_score_gemma":0.000204805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387836,"about_ca_topic_score_gemma":0.00003754511,"domain_scores_codex":[0.9978786,0.0001600715,0.0008782527,0.000340927,0.0003924745,0.0003497082],"domain_scores_gemma":[0.998776,0.00009596562,0.0004852759,0.0003808961,0.0001359872,0.0001259182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.007058607,0.009364949,0.02408603,0.0008246102,0.001774348,0.7727545,0.003703757,0.001916089,0.09194987,0.005836072,0.02797193,0.05275921],"study_design_scores_gemma":[0.01857648,0.03060898,0.07683954,0.0008677121,0.0004712362,0.6532372,0.009685376,0.001479146,0.1591596,0.0006769085,0.04708177,0.001316069],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941344,0.0002386789,0.00002300713,0.003246507,0.0003707482,0.0004187308,0.0001438531,0.0000198262,0.001404278],"genre_scores_gemma":[0.9981255,0.0000617359,0.0001487219,0.0006567204,0.00006779786,0.00005799493,0.00006056132,0.0000211271,0.0007998312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195174,"threshold_uncertainty_score":0.9994106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810534688","doi":"10.21037/aoj.2018.06.01","title":"Arthroscopy of the pediatric hip","year":2018,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Hip disorders 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":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Hip arthroscopy; Femoroacetabular impingement; Medicine; Arthroscopy; Septic arthritis; Scope (computer science); Surgery; Arthritis; Computer science","authors":[{"name":"Sasha Carsen","is_ca":true},{"name":"Diego Tourn","is_ca":true},{"name":"Meaghan Marien","is_ca":true},{"name":"Kevin Smit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08051863614366501,"gpt":0.3497247403239261,"spread":0.2692061041802611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006799393,0.00004890302,0.000142932,0.00003329962,0.00002240516,0.000001082806,0.0000365926,0.00002582153,0.0001891119],"category_scores_gemma":[0.00005078747,0.00002818311,0.00009514087,0.0001217896,0.00008306633,0.00001472942,0.00002158647,0.00003186838,0.00004272336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001938067,"about_ca_system_score_gemma":0.00004213761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004404676,"about_ca_topic_score_gemma":0.000004779291,"domain_scores_codex":[0.9995483,0.00001225218,0.0001500907,0.00006798523,0.0001298402,0.00009154573],"domain_scores_gemma":[0.9995283,0.000008994781,0.00008578981,0.0002171858,0.0001261432,0.00003351643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001636571,0.00109068,0.9443241,0.0001929777,0.0001816574,0.000005585551,0.001092634,4.316185e-7,0.007049682,0.0008021578,0.03758962,0.00750685],"study_design_scores_gemma":[0.001122299,0.001290025,0.7477019,0.00008484972,0.0001144722,0.000006577849,0.00009817434,0.000008324093,0.2449829,0.001874443,0.002652571,0.00006351589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901133,0.0005147647,0.000008824784,0.00197464,0.00008881017,0.0001258215,0.000004707561,0.000005421231,0.007163672],"genre_scores_gemma":[0.9987348,0.0001782729,0.0001230266,0.0004619173,0.00008575543,0.000002045384,9.007605e-7,0.000005437232,0.0004078686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2379332,"threshold_uncertainty_score":0.2070642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769213070","doi":"10.21037/aoj.2017.11.01","title":"Editorial “Mid-term results of the BIOLOX delta ceramic-on-ceramic total hip arthroplasty”","year":2017,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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":"McGill University","funders":"","keywords":"Total hip arthroplasty; Osteolysis; Ceramic; Medicine; Arthroplasty; Surgery; Hip arthroplasty; Total hip replacement; Delta; Dentistry; Materials science; Composite material; Engineering","authors":[{"name":"Michael Tänzer","is_ca":true},{"name":"Dylan Tanzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05499218949004137,"gpt":0.3152408726084312,"spread":0.2602486831183898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004443619,0.0002092133,0.0004783139,0.00007363424,0.0002527547,0.00003066891,0.0001943768,0.0001577073,0.00006916117],"category_scores_gemma":[0.0008914181,0.0001285737,0.0003149816,0.00005179333,0.0004621376,0.0001010347,0.0001845255,0.0002936536,0.00003525845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106545,"about_ca_system_score_gemma":0.0001625119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945592,"about_ca_topic_score_gemma":0.00003171601,"domain_scores_codex":[0.9981726,0.00005406547,0.0006027152,0.0002965788,0.0005291185,0.0003449393],"domain_scores_gemma":[0.9978013,0.0000872751,0.0006440658,0.00107153,0.0002623143,0.0001335262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006538254,0.001541454,0.02891853,0.0003408873,0.0006572102,0.00007855574,0.0008526342,0.00003557733,0.07615552,0.0007443608,0.7665365,0.1176005],"study_design_scores_gemma":[0.01114681,0.003582439,0.6347424,0.001590257,0.0001375802,0.0001546469,0.0001267101,0.00008125171,0.176423,0.0003249259,0.1711954,0.0004945155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605398,0.00006908771,0.000003732761,0.003951083,0.03140813,0.0003203584,0.0004197521,0.00002072008,0.00326738],"genre_scores_gemma":[0.9818198,0.0002005939,0.00002471001,0.0002494511,0.0170365,0.000004088835,0.00002464886,0.00002040385,0.000619786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6058239,"threshold_uncertainty_score":0.5243082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783719535","doi":"10.21037/aoj.2018.01.02","title":"Editorial review: American Journal of Sports Medicine “Anatomic Reconstruction of the Anterior Cruciate Ligament of the Knee With or Without Reconstruction of the Anterolateral Ligament”","year":2018,"lang":"en","type":"editorial","venue":"Annals of Joint","topic":"Knee injuries and reconstruction techniques","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":"McMaster University","funders":"","keywords":"Anterolateral ligament; Cadaveric spasm; Context (archaeology); Anatomy; Tibia; Medicine; Knee Joint; Condyle; Fibula; Tubercle; Anterior cruciate ligament; Surgery; Anterior cruciate ligament reconstruction; Biology","authors":[{"name":"Seper Ekhtiari","is_ca":true},{"name":"Olufemi R. Ayeni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0141395181018566,"gpt":0.3036063764143315,"spread":0.2894668583124749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002219646,0.0004454459,0.003131938,0.000359831,0.00009396929,0.000009028889,0.0005142009,0.0004012138,0.0001052344],"category_scores_gemma":[0.0009239983,0.0001843573,0.0010594,0.0005562739,0.003237916,0.0001196645,0.0001751568,0.000973639,1.745361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050879,"about_ca_system_score_gemma":0.001141291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003244121,"about_ca_topic_score_gemma":0.00003129378,"domain_scores_codex":[0.9933589,0.000321202,0.003891417,0.0003398642,0.001814568,0.0002740605],"domain_scores_gemma":[0.9818103,0.00011597,0.01377482,0.001016601,0.003183598,0.00009867232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006346905,0.0002113498,0.007306818,0.005300359,0.001549314,0.00000241206,0.0007611989,9.037873e-7,0.01065405,0.000002992681,0.7681862,0.1996775],"study_design_scores_gemma":[0.004667145,0.01309651,0.004933448,0.5808293,0.003224199,0.001994007,0.001473596,0.000009319749,0.2986788,0.0005769299,0.08991577,0.0006009279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3238406,0.003892702,0.00001028751,0.001516464,0.6694263,0.001132829,0.00008371797,0.00001318931,0.00008392362],"genre_scores_gemma":[0.1774613,0.1107156,0.0008449954,0.0002257658,0.7103534,0.00002684221,0.000003154432,0.00009780924,0.000271137],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.6782704,"threshold_uncertainty_score":0.9994747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2514929887","doi":"10.21037/aoj.2016.08.01","title":"Does hip morphology predispose to femoral head osteonecrosis?","year":2016,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Bone and Joint Diseases","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":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Femoral head; Medicine; Etiology; Total hip arthroplasty; Pathogenesis; Femoral neck; Head and neck; Surgery; Internal medicine; Osteoporosis","authors":[{"name":"Abdulaziz Almaawi","is_ca":true},{"name":"Pascal‐André Vendittoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09433813129385785,"gpt":0.3521363996251751,"spread":0.2577982683313172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755406,0.0001365499,0.0004119213,0.0001256823,0.00002684306,0.000005702826,0.00006594935,0.00007272193,0.0006633438],"category_scores_gemma":[0.0003092006,0.00006444758,0.0001910744,0.0001046701,0.0001045533,0.00007822099,0.00007369322,0.00005582519,0.0002992318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090239,"about_ca_system_score_gemma":0.00007007999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288373,"about_ca_topic_score_gemma":0.00003054213,"domain_scores_codex":[0.9988449,0.00003640958,0.0003443765,0.0002542474,0.0002003771,0.0003196634],"domain_scores_gemma":[0.9989333,0.00005025921,0.00008414886,0.0004072197,0.0001975812,0.0003275025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002041129,0.0009035652,0.0707927,0.0002457408,0.0001835897,0.0002406828,0.0003981062,6.643642e-7,0.6243823,0.0006359792,0.1953105,0.1048651],"study_design_scores_gemma":[0.001619488,0.001632979,0.5163695,0.0006160433,0.00007251134,0.00003763744,0.00009970793,0.000001693227,0.4574517,0.001604736,0.02028983,0.0002041974],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277093,0.0001401046,0.00006677867,0.07049134,0.000194067,0.000287583,0.00007886485,0.00005376195,0.0009781858],"genre_scores_gemma":[0.989715,0.0001051529,0.0004705967,0.0066359,0.0001249918,0.00002294551,0.000007032011,0.00001912152,0.002899297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455768,"threshold_uncertainty_score":0.7263149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391036655","doi":"10.21037/aoj-23-32","title":"Clinical and radiological outcomes and analysis of failures of modular revisions stems at long-term follow-up: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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":"Meta-analysis; Systematic review; Medicine; Radiological weapon; Data extraction; Confidence interval; Excellence; Inclusion and exclusion criteria; MEDLINE; Surgery; Alternative medicine; Internal medicine","authors":[{"name":"Michela Saracco","is_ca":false},{"name":"Vincenzo Ciriello","is_ca":false},{"name":"Andrea Fidanza","is_ca":false},{"name":"Giandomenico Logroscino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3243474658803157,"gpt":0.4676330368475745,"spread":0.1432855709672589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00299458,0.0005136873,0.02377862,0.0007909706,0.00003738733,0.00001593888,0.0001073447,0.0002846605,0.0001961957],"category_scores_gemma":[0.001108308,0.0002443496,0.007361074,0.000944255,0.0004325842,0.00003928467,0.000288111,0.0002908835,0.000002026745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005891466,"about_ca_system_score_gemma":0.00005338024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001707534,"about_ca_topic_score_gemma":0.000018117,"domain_scores_codex":[0.9940063,0.0007969768,0.00386144,0.0006631466,0.0004555569,0.0002165168],"domain_scores_gemma":[0.9960837,0.0007893936,0.001815453,0.0008436503,0.0002142325,0.0002535609],"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":[0.000006747661,0.00006204157,0.002991008,0.6134347,0.3787218,0.00004447499,0.00002081879,1.048236e-7,1.481008e-7,0.00003795619,0.0002249241,0.004455319],"study_design_scores_gemma":[0.0001710484,0.0002526958,0.004137667,0.04826539,0.944627,0.0001108427,0.000008524172,0.00001214721,1.801879e-7,0.000003540703,0.002225508,0.000185465],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002188441,0.9949874,0.00002070009,0.0004443424,0.00003414599,0.001640022,0.0006608798,0.00001063979,0.00001339744],"genre_scores_gemma":[0.005340219,0.9936166,0.00009719114,0.0002061305,0.00001506275,0.00004882785,0.0001368893,0.00002162273,0.0005174385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5659052,"threshold_uncertainty_score":0.996429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025150599","doi":"10.21037/aoj.2020.04.03","title":"Hip resurfacing for the young arthritic hip","year":2020,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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":"Ottawa Hospital","funders":"","keywords":"Hip resurfacing; Medicine; Surgery; Arthroplasty","authors":[{"name":"George Grammatopoulos","is_ca":true},{"name":"Paul E. Beaulé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1558884409847749,"gpt":0.3318374791816229,"spread":0.175949038196848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002720256,0.00008745839,0.0002249286,0.00002053906,0.00008168102,0.00001018958,0.00004418106,0.00003377175,0.0001032611],"category_scores_gemma":[0.0004271763,0.00005444102,0.0001555232,0.00006705841,0.00006743656,0.00003988135,0.0000277554,0.0001067883,0.00002323799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002307608,"about_ca_system_score_gemma":0.00004522285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001708707,"about_ca_topic_score_gemma":0.000003391476,"domain_scores_codex":[0.9991943,0.00001611404,0.0002618612,0.0001402437,0.0001758939,0.0002116466],"domain_scores_gemma":[0.9994172,0.0001244136,0.00007610027,0.0001594586,0.0001044499,0.0001183308],"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":[0.002609786,0.00046803,0.02383513,0.001915662,0.0009331456,0.0003437451,0.009102658,0.0001696592,0.06835125,0.008699794,0.3680053,0.5155658],"study_design_scores_gemma":[0.01026136,0.006534184,0.1556195,0.001646422,0.0005163329,0.0007374084,0.00504887,0.008536711,0.208927,0.00187925,0.5993887,0.0009042314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594108,0.003782245,0.00250479,0.1286891,0.0004733729,0.0009603898,0.00009566801,0.00008121185,0.004002396],"genre_scores_gemma":[0.9923005,0.0003200734,0.0003058706,0.006519538,0.0003390331,0.000009479211,0.00000728712,0.0000135516,0.0001846596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146616,"threshold_uncertainty_score":0.222004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399550095","doi":"10.21037/aoj-23-34","title":"Removal of uncemented components: hope for the best, prepare for the worst—technical tips and tricks","year":2024,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nanotechnology; Computer science; Engineering; Engineering ethics; Materials science","authors":[{"name":"C. Michael Goplen","is_ca":true},{"name":"Jacob T. Munro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2278886071777006,"gpt":0.4120649534537585,"spread":0.1841763462760579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007092305,0.000177736,0.000740593,0.00007922037,0.00009975358,0.00001054295,0.00016595,0.0002691394,0.00008411361],"category_scores_gemma":[0.0005197999,0.00008350171,0.0004390105,0.0001497881,0.0002497566,0.00001894258,0.0001057583,0.0001671108,0.00001178551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007847764,"about_ca_system_score_gemma":0.00007367809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001651806,"about_ca_topic_score_gemma":0.00000797142,"domain_scores_codex":[0.9987948,0.0001299195,0.0006553348,0.0002188251,0.00004653533,0.0001545698],"domain_scores_gemma":[0.9983683,0.0008360893,0.000343439,0.0002763302,0.000159008,0.00001681919],"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":[0.0001678314,0.0001299177,4.18022e-7,0.01052433,0.0009151709,7.524187e-7,0.0000553445,3.481659e-7,0.0001527759,0.002485184,0.08340013,0.9021678],"study_design_scores_gemma":[0.0002987905,0.0002456211,0.000003049669,0.003584316,0.001106891,0.0001208717,0.0000580661,0.00001522615,0.00005261879,0.0001379986,0.9942948,0.00008170445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009487592,0.9911774,0.005112645,0.0007614916,0.0006132508,0.001791953,0.0002860076,0.00001834071,0.0002294472],"genre_scores_gemma":[0.0003605506,0.9975253,0.00003416267,0.0002243314,0.00005124954,0.0002374378,0.0003565388,0.00001712883,0.001193266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9108947,"threshold_uncertainty_score":0.3405101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412508049","doi":"10.21037/aoj-24-69","title":"Detriment of subchondral plate violation in antegrade osteochondral procedures—lessons and future direction","year":2025,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Orthopedic Surgery and Rehabilitation","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":"University of Toronto","funders":"","keywords":"Subchondral bone; Medicine; Articular cartilage; Osteoarthritis; Pathology","authors":[{"name":"Hayley Denwood","is_ca":false},{"name":"Tyler M Hauer","is_ca":true},{"name":"M A Kelley","is_ca":false},{"name":"Abigail Cook","is_ca":false},{"name":"Hang Lin","is_ca":false},{"name":"Ting Cong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07085269919056503,"gpt":0.3852054269740469,"spread":0.3143527277834819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005248152,0.0002388744,0.001467326,0.0007538709,0.00002422249,0.000004897654,0.00003458597,0.0003263417,0.00001508773],"category_scores_gemma":[0.0003900906,0.0001763038,0.0003757087,0.0006081974,0.00006607792,0.00008188865,0.00002770949,0.0003062197,9.348384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003458266,"about_ca_system_score_gemma":0.0004899129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003165567,"about_ca_topic_score_gemma":0.00002309937,"domain_scores_codex":[0.9982435,0.0001390228,0.0009217256,0.0002970594,0.0002267969,0.0001718612],"domain_scores_gemma":[0.9988539,0.0002381285,0.0004902455,0.0002006563,0.0001485894,0.00006846889],"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":[0.00009777326,0.0002298072,0.0005160779,0.05270949,0.00008847802,0.000007667465,0.000250527,6.044755e-7,0.0001882602,0.00009421535,0.0004365414,0.9453806],"study_design_scores_gemma":[0.001265521,0.001263407,0.01741271,0.1634424,0.001255061,0.0001275924,0.000409258,0.00001048787,0.003177596,0.0002694595,0.8108028,0.0005636893],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007594137,0.9893584,0.000005673221,0.001154866,0.0004073421,0.0009599149,0.00004481364,0.00001433895,0.0004605154],"genre_scores_gemma":[0.002797055,0.9962714,0.0001703783,0.00003475425,0.0001651838,0.00004223222,0.0001488865,0.0000154732,0.0003546363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9448169,"threshold_uncertainty_score":0.7189462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406684255","doi":"10.21037/aoj-24-23","title":"Arthroscopic Bankart repair in patients aged 30 years and older: a systematic review","year":2025,"lang":"en","type":"review","venue":"Annals of Joint","topic":"Shoulder Injury and Treatment","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":"St. Joseph’s Healthcare Hamilton; University of British Columbia","funders":"","keywords":"Medicine; Bankart repair; Surgery; Systematic review; General surgery; MEDLINE; Arthroscopy; Political science","authors":[{"name":"Ajaykumar Shanmugaraj","is_ca":true},{"name":"Chetan Gohal","is_ca":false},{"name":"Michael J. Terry","is_ca":false},{"name":"Vehniah K. Tjong","is_ca":false},{"name":"Moin Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08205356496403825,"gpt":0.3937886884764234,"spread":0.3117351235123851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005607284,0.000306548,0.003966108,0.0002398321,0.00001640432,0.000004677082,0.00006321978,0.0001546798,0.00006917343],"category_scores_gemma":[0.0004606383,0.0002195807,0.0005960397,0.0002719643,0.0000374888,0.00002877167,0.00006684576,0.0002215464,0.00003437938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003596464,"about_ca_system_score_gemma":0.0001675909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009786825,"about_ca_topic_score_gemma":0.000002766309,"domain_scores_codex":[0.9976197,0.0002802428,0.001274101,0.0003604719,0.0002676284,0.0001978656],"domain_scores_gemma":[0.998623,0.0001285327,0.0004314953,0.0006497627,0.00008133221,0.00008590114],"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":[0.000003409692,0.0002641904,0.0001051857,0.9627282,0.0004260001,0.00004795333,0.00003049691,2.554005e-9,1.256782e-8,0.00001289923,0.005660621,0.03072104],"study_design_scores_gemma":[0.0004560225,0.0003373905,0.001547331,0.9599892,0.004166027,0.000009919184,0.000003803998,6.203011e-8,0.00000224814,0.00001163364,0.03334203,0.0001343324],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002299461,0.9945049,2.599087e-7,0.000100675,0.00008202115,0.004736079,0.00005170289,0.00003128811,0.0002631388],"genre_scores_gemma":[0.00008633968,0.9980632,0.00004598164,0.000847941,0.00001398229,0.0003474239,0.00008431734,0.0000203404,0.0004904377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03058671,"threshold_uncertainty_score":0.8954241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2402069172","doi":"10.21037/aoj.2016.03.01","title":"Outcome after treatment of Vancouver B2 peri-prosthetic femoral fractures: revision arthroplasty and compression cerclage system fixation","year":2016,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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":"Medicine; Surgery; Radiological weapon; Fixation (population genetics); Arthroplasty; Femur; Femoral fracture","authors":[{"name":"Dongquan Shi","is_ca":false},{"name":"Zhihong Xu","is_ca":false},{"name":"Xingquan Xu","is_ca":false},{"name":"Dongyang Chen","is_ca":false},{"name":"Tao Yuan","is_ca":false},{"name":"Wenjie Weng","is_ca":false},{"name":"Jin Xiong","is_ca":false},{"name":"Qing Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05054558256803629,"gpt":0.3197224978144776,"spread":0.2691769152464413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001355366,0.0001734642,0.0005121696,0.00009068322,0.00004394727,0.000005861389,0.00001797475,0.00008369594,0.0002294187],"category_scores_gemma":[0.00003763624,0.00008709324,0.0001404381,0.00004268674,0.000114685,0.0000950263,0.00003062784,0.00004168878,0.00001213679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002320213,"about_ca_system_score_gemma":0.00002689355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002886654,"about_ca_topic_score_gemma":0.00002048025,"domain_scores_codex":[0.9987658,0.00005232967,0.0005108282,0.0002232208,0.0002650797,0.0001826946],"domain_scores_gemma":[0.9991856,0.00004766691,0.0002565639,0.0002718423,0.0001188161,0.0001195763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002079631,0.0007396046,0.3646856,0.001590431,0.0001262566,0.0001639917,0.00128135,0.000003567163,0.01616132,0.00007962545,0.003092321,0.6099963],"study_design_scores_gemma":[0.006370851,0.004857871,0.8997222,0.004799656,0.0001902053,0.0001932677,0.0008608677,0.0001176584,0.04846743,0.00003263774,0.03404574,0.0003415883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972374,0.0009561601,0.0002829271,0.0005689384,0.0002597446,0.0003867506,0.00007204674,0.00002429933,0.0002117102],"genre_scores_gemma":[0.9985727,0.0005332652,0.0002592239,0.000117842,0.00008919826,0.000008840922,0.000006233461,0.00001607685,0.0003965926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6096547,"threshold_uncertainty_score":0.3551559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136101250","doi":"10.21037/aoj-20-71","title":"The direct anterior approach to the hip for total hip arthroplasty: a blind guide (with traction table)","year":2021,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","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":"London Health Sciences Centre","funders":"","keywords":"Total hip arthroplasty; Traction (geology); Medicine; Table (database); Hip arthroplasty; Arthroplasty; Physical medicine and rehabilitation; Physical therapy; Computer science; Surgery; Engineering; Data mining; Mechanical engineering","authors":[{"name":"Mazin Ibrahim","is_ca":true},{"name":"Jason H. Thompson","is_ca":true},{"name":"James L. Howard","is_ca":true},{"name":"Brent A. Lanting","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06632651501577365,"gpt":0.3139509763242995,"spread":0.2476244613085259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006028406,0.0001526156,0.0003159306,0.00004264686,0.0002598363,0.000051854,0.00005091788,0.0000498698,0.00004221121],"category_scores_gemma":[0.0003233562,0.00007373816,0.0001531884,0.0001927641,0.00008937662,0.00006970943,0.00004115043,0.0001390839,0.00001263183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009975489,"about_ca_system_score_gemma":0.0002033719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003435524,"about_ca_topic_score_gemma":0.00005071006,"domain_scores_codex":[0.9986777,0.00005395741,0.0003623883,0.0002633299,0.0003014319,0.0003411684],"domain_scores_gemma":[0.998895,0.0001602624,0.0001388869,0.0003687355,0.0003131725,0.0001238741],"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":[0.004994724,0.001376278,0.001381954,0.0003877659,0.000991019,0.0001163591,0.001919499,0.0002776406,0.01963828,0.000678395,0.2243749,0.7438632],"study_design_scores_gemma":[0.00305145,0.001778333,0.02312988,0.0004019165,0.0001683047,0.001578201,0.002566479,0.0007916253,0.04452943,0.00003064578,0.921708,0.0002657218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352402,0.002510506,0.004870392,0.03705743,0.0008597484,0.001946725,0.0001786272,0.00006681992,0.01726953],"genre_scores_gemma":[0.9881382,0.0004664807,0.001361326,0.00191181,0.0005384847,0.0001154289,0.00002905829,0.00003180532,0.007407413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7435975,"threshold_uncertainty_score":0.3006955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}