{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":9,"predictions_cover":21,"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":"825698714776","filters":{"venue":"Minerva Medica"}},"results":[{"id":"W2996104446","doi":"10.23736/s0026-4806.19.06350-x","title":"Psychological stress levels in women with endometriosis: systematic review and meta-analysis of observational studies","year":2020,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Endometriosis; Meta-analysis; Anxiety; Pelvic pain; Infertility; Clinical psychology; Internal medicine; Physical therapy; Gynecology; Obstetrics; Psychiatry; Surgery; Pregnancy","authors":[{"name":"Diogo L Brasil","is_ca":false},{"name":"Erik Montagna","is_ca":false},{"name":"Camila Martins Trevisan","is_ca":false},{"name":"Valentina Lucia La Rosa","is_ca":false},{"name":"Antonio Simone Laganà","is_ca":false},{"name":"Caio Parente Barbosa","is_ca":false},{"name":"Bianca Bianco","is_ca":false},{"name":"Victor Zaia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4526739484706898,"gpt":0.487181795362463,"spread":0.03450784689177322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01436364,0.002726605,0.01763251,0.006529855,0.0006620163,0.003525135,0.002182581,0.002114253,0.003071758],"category_scores_gemma":[0.04204355,0.001384854,0.03207003,0.008771075,0.0008424853,0.001898808,0.001710551,0.001949021,0.0002176494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958691,"about_ca_system_score_gemma":0.005014439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006541639,"about_ca_topic_score_gemma":0.0121563,"domain_scores_codex":[0.9888533,0.005247036,0.003350325,0.001019265,0.001222852,0.0003071481],"domain_scores_gemma":[0.9749804,0.01811624,0.00461316,0.0006369844,0.00141419,0.0002390722],"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":[0.001054151,0.00002335695,0.003305551,0.6185191,0.3655236,0.0001303399,0.0001074546,0.0004260587,0.0001504799,0.0001245996,0.0005129001,0.01012256],"study_design_scores_gemma":[0.0004141977,0.0001905888,0.004652129,0.07399546,0.9178373,0.0001574067,0.00007669321,0.000171083,0.0001096435,0.0002453434,0.002121366,0.00002872081],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002732962,0.9957868,0.00038773,0.0001468775,0.0000920133,0.0002889172,0.0004217755,0.00001500721,0.0001277761],"genre_scores_gemma":[0.08517122,0.9095442,0.002084799,0.0005974127,0.0001831542,0.001457372,0.0007618617,0.0000175546,0.000182404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01763251,"threshold_uncertainty_score":0.07596314,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2982398722","doi":"10.23736/s0026-4806.19.06273-6","title":"Non-invasive ventilation in palliative care: a systematic review","year":2020,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care medicine; Exacerbation; Systematic review; MEDLINE; Palliative care; Population; Disease; Respiratory failure; Internal medicine","authors":[{"name":"Teresa Díaz de Terán","is_ca":false},{"name":"Elena Barbagelata","is_ca":false},{"name":"Catia Cillóniz","is_ca":false},{"name":"Antonello Nicolini","is_ca":false},{"name":"Tommaso Perazzo","is_ca":false},{"name":"Andréas Perren","is_ca":false},{"name":"Sıbel Ocak Serın","is_ca":false},{"name":"Martin Scharffenberg","is_ca":false},{"name":"Giuseppe Fiorentino","is_ca":false},{"name":"Marco Zaccagnini","is_ca":true},{"name":"Mohamad I. Khatib","is_ca":false},{"name":"Peter J. Papadakos","is_ca":false},{"name":"Habib M Rezaul Karim","is_ca":false},{"name":"Paolo Solidoro","is_ca":false},{"name":"António M. Esquinas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05418518662763738,"gpt":0.3551580531974917,"spread":0.3009728665698543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004394051,0.00118363,0.006514304,0.0053717,0.0005100099,0.002241354,0.001441706,0.001615131,0.006488976],"category_scores_gemma":[0.0199391,0.0007348285,0.004552099,0.007052273,0.0007621319,0.001995035,0.001197029,0.001238574,0.0003550407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750098,"about_ca_system_score_gemma":0.007189791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005070572,"about_ca_topic_score_gemma":0.01512438,"domain_scores_codex":[0.9962714,0.001527124,0.001054853,0.0002630152,0.0007602183,0.0001234014],"domain_scores_gemma":[0.9872139,0.009419874,0.002206363,0.0001334031,0.0008418846,0.0001845197],"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":[0.0001079236,0.000009826525,0.0002473829,0.9689227,0.002858497,0.00006426003,0.00008024082,0.00006018093,0.00005467342,0.0001456428,0.001366991,0.02608175],"study_design_scores_gemma":[0.0002837505,0.0001583763,0.002367953,0.948446,0.02827947,0.0003831193,0.0001831727,0.00008181168,0.00008444474,0.0002942249,0.01941464,0.00002281525],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002868846,0.9990839,0.00004936855,0.0001261749,0.00006210739,0.0001314448,0.00009133183,0.00000379989,0.0001649776],"genre_scores_gemma":[0.006466244,0.9924256,0.0002614127,0.0003116895,0.00006270811,0.0002985059,0.0000837664,0.000002374009,0.00008777095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006514304,"threshold_uncertainty_score":0.02323824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001174178","doi":"10.23736/s0026-4806.19.06190-1","title":"Ultrasound-guided intra-articular injection: efficacy of hyaluronic acid compared to glucocorticoid in the treatment of knee osteoarthritis","year":2020,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hyaluronic acid; Osteoarthritis; Medicine; Glucocorticoid; Ultrasound; Intra articular; Radiology; Internal medicine; Pathology; Anatomy","authors":[{"name":"Simone Parisi","is_ca":false},{"name":"Maria Chiara Ditto","is_ca":false},{"name":"Marta Priora","is_ca":false},{"name":"Richard Borrelli","is_ca":false},{"name":"Angela Laganà","is_ca":false},{"name":"Clara Lisa Peroni","is_ca":false},{"name":"Enrico Fusaro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02605504261169617,"gpt":0.2701286063056582,"spread":0.244073563693962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081976,0.0002937848,0.001598558,0.0005043696,0.000116676,0.0004329195,0.0002836945,0.0004919256,0.001280222],"category_scores_gemma":[0.001566391,0.0001143012,0.001054036,0.0005083312,0.000357738,0.0003494658,0.0002185721,0.0004392078,0.000131356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851539,"about_ca_system_score_gemma":0.0003118639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003892412,"about_ca_topic_score_gemma":0.0006933662,"domain_scores_codex":[0.9991455,0.0004581531,0.000113664,0.0001270931,0.0001090068,0.00004661939],"domain_scores_gemma":[0.9989918,0.0004229222,0.0003454937,0.00004071853,0.00006653729,0.0001325263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.66931,0.0065598,0.02305528,0.007962051,0.006875877,0.0001572834,0.0001997878,0.0006858142,0.01459827,0.0001962167,0.0004114069,0.2699883],"study_design_scores_gemma":[0.1531803,0.5945897,0.2086954,0.00147785,0.02463175,0.0007209917,0.0004692475,0.002719908,0.008046539,0.0003770526,0.004954554,0.00013668],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8477548,0.1504267,0.0002550491,0.0002900492,0.0001998576,0.0001629926,0.0001499173,0.00001489652,0.0007457036],"genre_scores_gemma":[0.9862832,0.01261776,0.0003608281,0.0001695677,0.0002236663,0.00006220991,0.00009822074,0.000002914784,0.00018166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001598558,"threshold_uncertainty_score":0.005722106,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3044304865","doi":"10.23736/s0026-4806.20.06770-1","title":"Gynecological cancers and urinary dysfunction: a comparison between endometrial cancer and other gynecological malignancies","year":2021,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Endometrial cancer; Medicine; Urinary system; Gynecology; Cancer; Oncology; Internal medicine","authors":[{"name":"George A. Vilos","is_ca":true},{"name":"Enrique Reyes-Muñoz","is_ca":false},{"name":"Gaetano Riemma","is_ca":false},{"name":"İlker Kahramanoğlu","is_ca":false},{"name":"Li‐Te Lin","is_ca":false},{"name":"Benito Chiofalo","is_ca":false},{"name":"Patrícia Lordêlo","is_ca":false},{"name":"Luigi Della Corte","is_ca":false},{"name":"Amerigo Vitagliano","is_ca":false},{"name":"Gaetano Valenti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.125691395050475,"gpt":0.3849694383832157,"spread":0.2592780433327407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005979366,0.0004949339,0.001367914,0.003437795,0.0002368081,0.0007727572,0.0004273978,0.0007054614,0.002805726],"category_scores_gemma":[0.001649395,0.0002119108,0.0009505959,0.003528297,0.0003436299,0.0008985119,0.0005217512,0.0005596696,0.0002342339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105428,"about_ca_system_score_gemma":0.001100669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817445,"about_ca_topic_score_gemma":0.004759831,"domain_scores_codex":[0.9996928,0.0000801174,0.00008375773,0.00004908461,0.00007699239,0.00001720649],"domain_scores_gemma":[0.9991221,0.0006322491,0.0001506258,0.000007847954,0.00006408072,0.00002312055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000284195,0.00006362936,0.00352766,0.1829172,0.001182815,0.0004116809,0.0002380567,0.0001360903,0.0005680332,0.001288157,0.007849062,0.8015334],"study_design_scores_gemma":[0.0002207387,0.0008878131,0.06290829,0.2644744,0.01050479,0.01295733,0.001553013,0.0002417347,0.0004977697,0.002129063,0.6435347,0.0000902896],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001544977,0.9996312,0.000007317667,0.00005711641,0.00003553426,0.000001527459,0.000007007917,2.671593e-7,0.0001055043],"genre_scores_gemma":[0.00185672,0.9978583,0.00004337755,0.00008874592,0.00007687867,0.000004177173,0.00001556167,2.824884e-7,0.00005593107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003437795,"threshold_uncertainty_score":0.009386122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965324627","doi":"10.23736/s0026-4806.19.06165-2","title":"Recent advances in risk prediction, therapeutics and pathogenesis of IgA nephropathy","year":2019,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nephrology; Nephropathy; Proteinuria; Internal medicine; Kidney disease; Rapidly progressive glomerulonephritis; Clinical trial; Glomerulonephritis; Immunology; Kidney; Diabetes mellitus; Endocrinology","authors":[{"name":"Sarah Moran","is_ca":true},{"name":"Daniel Cattran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03616776779656178,"gpt":0.32401457067654,"spread":0.2878468028799783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125117,0.0009091937,0.001710702,0.003232414,0.0002440442,0.001164596,0.0009649314,0.001161649,0.004009444],"category_scores_gemma":[0.002149263,0.0002481683,0.0009523492,0.002958989,0.0004362562,0.001325769,0.0007895958,0.001558463,0.001274415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008761683,"about_ca_system_score_gemma":0.001590394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610757,"about_ca_topic_score_gemma":0.001808262,"domain_scores_codex":[0.9996415,0.00008834432,0.0000672739,0.00007259719,0.0001076516,0.00002257924],"domain_scores_gemma":[0.9987634,0.0007989275,0.000134868,0.00002848031,0.0002296331,0.00004464842],"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":[0.00009295826,0.0000522094,0.0003168384,0.02915668,0.0002007192,0.0001142136,0.00005513817,0.0003637425,0.0003464851,0.002860104,0.01893049,0.9475105],"study_design_scores_gemma":[0.00003050662,0.0001355357,0.002102974,0.01662359,0.0006331034,0.001493247,0.0001112501,0.0002281073,0.0003064155,0.004514216,0.9737777,0.00004340399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006597586,0.9990593,0.00008156454,0.0002855714,0.0001217972,0.000002807997,0.00001757279,0.000005030821,0.0003603273],"genre_scores_gemma":[0.0005553793,0.9988243,0.0001480069,0.0001364249,0.0001561928,0.000003890178,0.00002833482,0.000001024331,0.0001463911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004009444,"threshold_uncertainty_score":0.01341295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148744252","doi":"10.23736/s0026-4806.21.07526-1","title":"Treatment of portal vein thrombosis: an updated narrative review","year":2022,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Liver Disease and Transplantation","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":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Portal vein thrombosis; Contraindication; Narrative review; Sclerotherapy; Varices; Thrombosis; Warfarin; Anticoagulant","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02895504587013189,"gpt":0.3204528449411762,"spread":0.2914977990710443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007143411,0.0007024194,0.001079179,0.002601753,0.0002790419,0.001151813,0.0008138562,0.001155747,0.004897507],"category_scores_gemma":[0.003483712,0.0002492415,0.0009586662,0.002388359,0.0003209289,0.001355364,0.0005681858,0.001192977,0.0009918635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007572969,"about_ca_system_score_gemma":0.001662737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258221,"about_ca_topic_score_gemma":0.002135087,"domain_scores_codex":[0.999532,0.0001209643,0.0001487358,0.00006810236,0.0001034803,0.00002684573],"domain_scores_gemma":[0.9982392,0.001132447,0.0003223529,0.00002672887,0.0002295156,0.00004972127],"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":[0.0001408707,0.00005525339,0.0004626118,0.09901653,0.0003325721,0.0005081133,0.0001653981,0.0003961155,0.0004215811,0.002597021,0.07066235,0.8252416],"study_design_scores_gemma":[0.00004691468,0.0001482084,0.001585425,0.08763381,0.0010564,0.005611213,0.0001696478,0.000170572,0.0001978334,0.001622712,0.9017233,0.0000340119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000128282,0.9980631,0.00008294133,0.0006527152,0.0003748273,0.000009048778,0.00004229762,0.000004184206,0.0006425357],"genre_scores_gemma":[0.0009454103,0.9974322,0.0002261181,0.0006180057,0.0004932916,0.00001383666,0.00006183965,0.000001794604,0.0002075428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004897507,"threshold_uncertainty_score":0.01638377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2939365438","doi":"10.23736/s0026-4806.19.06002-6","title":"Pyuria and microbiology in acute bacterial focal nephritis: a systematic review","year":2019,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pyuria; Bacteriuria; Medicine; Urinalysis; Staphylococcus aureus; Enterococcus; Microbiology; Microbiological culture; Internal medicine; Nephritis; Biology; Urine; Antibiotics; Bacteria","authors":[{"name":"Simone Janett","is_ca":false},{"name":"Gregorio P. Milani","is_ca":false},{"name":"Pietro B. Faré","is_ca":false},{"name":"Samuele Renzi","is_ca":true},{"name":"Olivier Giannini","is_ca":false},{"name":"Mario G. Bianchetti","is_ca":false},{"name":"Sebastiano A. G. Lava","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02866758584233467,"gpt":0.3190298100563188,"spread":0.2903622242139842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00263323,0.0009508496,0.004600691,0.009789477,0.0003744722,0.001752667,0.001267156,0.001303645,0.003682436],"category_scores_gemma":[0.01578502,0.000694832,0.003009648,0.01130137,0.0006121892,0.00156765,0.000956539,0.0005735439,0.0002598773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703296,"about_ca_system_score_gemma":0.00604061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006316082,"about_ca_topic_score_gemma":0.01503215,"domain_scores_codex":[0.9972357,0.0008082404,0.001068363,0.0002639803,0.0005136348,0.0001100921],"domain_scores_gemma":[0.9861915,0.009852128,0.002627288,0.0001474699,0.001010665,0.0001708545],"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":[0.00009336849,0.00001169662,0.001654313,0.9519961,0.003062314,0.0001736731,0.000161659,0.00005485371,0.0001070392,0.0001773508,0.001899886,0.04060784],"study_design_scores_gemma":[0.000118611,0.0001864839,0.015586,0.9200344,0.03229612,0.001698987,0.0004069818,0.00007726753,0.0001455924,0.0002785992,0.02913198,0.00003898729],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006724746,0.9988483,0.00002817013,0.00009340249,0.00003825937,0.00003802686,0.0001492824,0.000002614723,0.0001295449],"genre_scores_gemma":[0.008327506,0.9910879,0.0001457943,0.000162444,0.00004848909,0.00008142131,0.00009961287,0.000001452412,0.00004550422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009789477,"threshold_uncertainty_score":0.01392603,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3134569972","doi":"10.23736/s0026-4806.21.07469-3","title":"Therapeutic strategies in patients with coagulopathy and disseminated intravascular coagulation: awareness of the phase-dependent characteristics","year":2022,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":9,"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":"Fibrinolysis; Coagulopathy; Disseminated intravascular coagulation; Tranexamic acid; Antifibrinolytic; Antithrombin; Thrombomodulin; Endothelial dysfunction; Pathophysiology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01073145747955693,"gpt":0.260371390506267,"spread":0.2496399330267101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008316043,0.0003270385,0.0008188222,0.001402291,0.0002741288,0.001102384,0.0004012811,0.001003326,0.003055278],"category_scores_gemma":[0.005095388,0.00008748481,0.0006506518,0.001379538,0.0003427361,0.001062609,0.0004353607,0.001085074,0.0004469338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00048251,"about_ca_system_score_gemma":0.001358523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006341315,"about_ca_topic_score_gemma":0.001021435,"domain_scores_codex":[0.9994085,0.0002460952,0.0001397688,0.00005366836,0.0001193095,0.00003276594],"domain_scores_gemma":[0.9983515,0.0009757678,0.0003952361,0.00002428734,0.0001996635,0.00005358231],"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":[0.0004389592,0.0001368147,0.008066718,0.06502794,0.0005992258,0.00553904,0.0007670642,0.0003208385,0.001727247,0.006124371,0.03316446,0.8780872],"study_design_scores_gemma":[0.0006750455,0.001106672,0.04053522,0.1987839,0.003872624,0.06692912,0.002880267,0.0008418351,0.00238116,0.02351869,0.658329,0.0001465978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002817727,0.9880891,0.000475632,0.004318086,0.0003271341,0.00003338187,0.00007456574,0.00001039989,0.003853998],"genre_scores_gemma":[0.05781504,0.9339203,0.002828008,0.003109999,0.001327151,0.0001128688,0.0002017092,0.000004818573,0.000680054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003055278,"threshold_uncertainty_score":0.01022089,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W5671383","doi":"","title":"Extending Graduate Education to Non-Traditional Learners.","year":2001,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transformative learning; Transformational leadership; Medical education; Psychology; Cohort; Graduate education; Session (web analytics); Higher education; Pedagogy; Mathematics education; Sociology; Medicine; Political science; Computer science","authors":[{"name":"Tom Nesbit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07919521184289584,"gpt":0.3589851888085154,"spread":0.2797899769656195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002329013,0.0003591435,0.0002231526,0.0007708351,0.002499301,0.003755569,0.001131919,0.001181629,0.04501965],"category_scores_gemma":[0.004019919,0.0001519839,0.0003436559,0.0006763854,0.001777566,0.001817854,0.008647239,0.001950945,0.01915695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811708,"about_ca_system_score_gemma":0.007348459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808758,"about_ca_topic_score_gemma":0.006549576,"domain_scores_codex":[0.9987318,0.0002796184,0.00003348115,0.0001682771,0.0003824687,0.0004043972],"domain_scores_gemma":[0.9956788,0.0003047514,0.0001410714,0.0003898273,0.0006068648,0.002878573],"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":[0.00004626819,0.001024335,0.006799771,0.0003159066,0.000005395952,0.000324867,0.01896276,0.0001200641,0.00166592,0.05536603,0.1765617,0.7388069],"study_design_scores_gemma":[0.00001587952,0.0001924206,0.005841868,0.0002299475,0.000002621051,0.000427103,0.006211716,0.00007243194,0.0003024598,0.009498,0.9771961,0.000009373322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0786503,0.009136741,0.01115694,0.03582269,0.004250403,0.0007008282,0.000264247,0.00076604,0.859252],"genre_scores_gemma":[0.2815247,0.007941793,0.01981512,0.01888281,0.001292854,0.0005037715,0.0004616118,0.0002248601,0.6693525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04501965,"threshold_uncertainty_score":0.1506057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160506738","doi":"10.23736/s0026-4806.21.07542-x","title":"Exploring the association of early life physical activity and risk of dementia: a systematic review","year":2021,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Dementia and Cognitive Impairment Research","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":"Dementia; Systematic review; Observational study; Medicine; MEDLINE; Gerontology; Data extraction; Disease; Pathology","authors":[{"name":"Francesco Della Gatta","is_ca":false},{"name":"Eleonora Lacorte","is_ca":false},{"name":"Elisa Fabrizi","is_ca":false},{"name":"Giulia Remoli","is_ca":false},{"name":"Virginia Cipollini","is_ca":false},{"name":"Fernanda Troili","is_ca":false},{"name":"Nicola Vanacore","is_ca":false},{"name":"Franco Giubilei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0970452633248324,"gpt":0.3694361722538563,"spread":0.272390908929024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01026708,0.001557008,0.009341873,0.01046796,0.000634367,0.003158945,0.001904531,0.002339906,0.004139942],"category_scores_gemma":[0.04751949,0.001312006,0.007929497,0.01155046,0.0009945726,0.00271767,0.001590237,0.001577144,0.0003505522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003883923,"about_ca_system_score_gemma":0.01272908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068823,"about_ca_topic_score_gemma":0.02629018,"domain_scores_codex":[0.9900747,0.003599758,0.003216321,0.0008797859,0.001920198,0.000309197],"domain_scores_gemma":[0.9636211,0.02663112,0.006294108,0.0003809414,0.002730305,0.0003424344],"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":[0.0001025776,0.00001212462,0.00102401,0.9748772,0.007958885,0.00007456514,0.0001265432,0.00006637606,0.00005908447,0.0001123897,0.0006690823,0.01491715],"study_design_scores_gemma":[0.0001604581,0.000165007,0.006940403,0.9177652,0.06602877,0.0003092703,0.0002208396,0.00008910677,0.0001024594,0.0002674944,0.007915403,0.0000356684],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008807988,0.9981568,0.0001004752,0.0002020993,0.00005717752,0.0002043316,0.0002628498,0.000006594968,0.0001287861],"genre_scores_gemma":[0.01917363,0.9785969,0.0006170699,0.0004855008,0.00008060755,0.0007305739,0.0002145482,0.000004647811,0.00009645503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01068823,"threshold_uncertainty_score":0.05429816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587693508","doi":"10.23736/s0026-4806.16.04972-7","title":"Management and prevention of occupational asthma","year":2017,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; Toronto Western Hospital; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Asthma; Occupational asthma; Intensive care medicine; Asthma management; Health care; Preventive care; MEDLINE; Medical emergency","authors":[{"name":"Susan M. Tarlo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1163317732097185,"gpt":0.421935262851772,"spread":0.3056034896420535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561428,0.0007617024,0.001122985,0.002122798,0.0003188475,0.0008635309,0.001040008,0.001409751,0.004530928],"category_scores_gemma":[0.002101982,0.0001559822,0.0008848816,0.0009831712,0.0003196186,0.0007750349,0.000662982,0.001365462,0.001591837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575342,"about_ca_system_score_gemma":0.001338426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265051,"about_ca_topic_score_gemma":0.00154251,"domain_scores_codex":[0.9993253,0.0001801539,0.0001273903,0.00008571778,0.0002362678,0.00004533002],"domain_scores_gemma":[0.9993973,0.0003263194,0.0001025103,0.00002072111,0.0001273544,0.00002591713],"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":[0.00004139087,0.0001014089,0.0004405172,0.04524022,0.0002287279,0.0002421444,0.0001047561,0.0002196167,0.0005973291,0.00211107,0.03020858,0.9204643],"study_design_scores_gemma":[0.00003887318,0.0001473181,0.003466157,0.05357673,0.0004533541,0.003474412,0.0001826755,0.0001127205,0.000452339,0.002514757,0.935555,0.00002572283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001096309,0.9978237,0.0001125726,0.0004905363,0.0002484974,0.000009578223,0.00002600638,0.000007173217,0.001172305],"genre_scores_gemma":[0.001248404,0.997675,0.0002291502,0.0002830329,0.0002524942,0.00001228286,0.0000421621,0.000001250048,0.0002562374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004530928,"threshold_uncertainty_score":0.01515752,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3160164335","doi":"10.23736/s0026-4806.20.07254-7","title":"Neuropsychological and executive screening in obstructive sleep apnea: early effect of ventilatory therapy","year":2021,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Obstructive Sleep Apnea Research","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":"Montreal Cognitive Assessment; Medicine; Neuropsychology; Physical therapy; Psychosocial; Hospital Anxiety and Depression Scale; Obstructive sleep apnea; Quality of life (healthcare); Polysomnography; Anxiety; Neuropsychological assessment; Internal medicine; Psychiatry; Cognition; Apnea; Cognitive impairment","authors":[{"name":"Martina Vigorè","is_ca":false},{"name":"Eugenia Taurino","is_ca":false},{"name":"Rita Maestroni","is_ca":false},{"name":"Valeria Torlaschi","is_ca":false},{"name":"Marina Maffoni","is_ca":false},{"name":"Roberto Maestri","is_ca":false},{"name":"Antonia Pierobon","is_ca":false},{"name":"Francesco Fanfulla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02135434214395843,"gpt":0.3086070232262081,"spread":0.2872526810822497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003855244,0.0003100153,0.0003168523,0.000249975,0.0002212509,0.0002661448,0.0001255795,0.0002562929,0.0007584647],"category_scores_gemma":[0.000899404,0.000062557,0.0002895054,0.0001428843,0.0001454946,0.0001649194,0.0001704304,0.0003153542,0.00007603176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619102,"about_ca_system_score_gemma":0.0002317419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268889,"about_ca_topic_score_gemma":0.002236284,"domain_scores_codex":[0.9998748,0.00004409557,0.00001593585,0.0000148809,0.0000260863,0.00002414376],"domain_scores_gemma":[0.9995555,0.000136817,0.0001114761,0.00001779807,0.0000636773,0.0001146204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002102928,0.000388511,0.9678518,0.00007105922,0.0001021007,0.000922714,0.000157841,0.00009324734,0.003952028,0.00001578005,0.00009546474,0.02424648],"study_design_scores_gemma":[0.00001219399,0.0007631102,0.9982627,0.00001130451,0.00003556683,0.0003998488,0.00004862545,0.00008822769,0.0002558305,0.00001218351,0.0001081239,0.000002277381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981118,0.001096647,0.00005324714,0.00003616372,0.000009793998,0.00001248204,0.0000362774,0.000002971629,0.0006406287],"genre_scores_gemma":[0.9996227,0.0001532136,0.00004679867,0.00001688086,0.0000153535,0.00000454643,0.00004828735,4.826152e-7,0.00009158471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268889,"threshold_uncertainty_score":0.00253731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403232739","doi":"10.23736/s0026-4806.24.09097-9","title":"Acute infections of the central nervous system in children and adults: diagnosis and management","year":2024,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":3,"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":"Central nervous system; Medicine; Pediatrics; Nervous system; Intensive care medicine; Internal medicine; Psychiatry","authors":[{"name":"Juliana Trujillo-Gómez","is_ca":false},{"name":"Cristian Eduardo Navarro","is_ca":false},{"name":"Santiago Atehortúa-Muñoz","is_ca":false},{"name":"Iván D. Flórez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009643029556063835,"gpt":0.2557517215099886,"spread":0.2461086919539248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892544,0.0007070724,0.0006634239,0.0009166285,0.0004311662,0.0007833659,0.0006523877,0.0008646639,0.002851382],"category_scores_gemma":[0.001288374,0.0001369524,0.0003284136,0.0008130461,0.0004152172,0.001040725,0.0009549637,0.001774083,0.001100315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005849358,"about_ca_system_score_gemma":0.00105406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021531,"about_ca_topic_score_gemma":0.00133567,"domain_scores_codex":[0.9996183,0.00009446952,0.0000723253,0.00004823743,0.0001190714,0.00004761283],"domain_scores_gemma":[0.9996552,0.00009997942,0.00009165979,0.000008273624,0.00008972659,0.00005507778],"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":[0.0001037741,0.0001577647,0.0113839,0.007701817,0.00007393261,0.0049898,0.000508479,0.0004768505,0.001191512,0.002942963,0.07946814,0.8910011],"study_design_scores_gemma":[0.00004462231,0.0003780513,0.04044074,0.02575724,0.0001643055,0.06948296,0.002085152,0.0004885962,0.0009281478,0.006889208,0.8532712,0.00006963293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006289058,0.9687389,0.002869239,0.008291151,0.002262942,0.00009151798,0.0002870795,0.00009170241,0.01107848],"genre_scores_gemma":[0.03090406,0.9557762,0.004957541,0.00199237,0.003184883,0.0001248637,0.0004266579,0.00001847186,0.002614881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002851382,"threshold_uncertainty_score":0.00953877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157301338","doi":"10.23736/s0026-4806.21.07474-7","title":"Treatment of retinal vein thrombosis: what about anticoagulants?","year":2022,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Retinal Vein; Anticoagulant therapy; Anticoagulant; Central retinal vein occlusion; Occlusion; Retinal","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03354616445978399,"gpt":0.3170664234285563,"spread":0.2835202589687724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183492,0.000465402,0.001541064,0.001271354,0.0004057068,0.001381884,0.0006566782,0.00222401,0.002448776],"category_scores_gemma":[0.003179449,0.0001660109,0.0007542073,0.0009612148,0.0008080043,0.002550199,0.0004195081,0.002793394,0.001003129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005064122,"about_ca_system_score_gemma":0.001009333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009445574,"about_ca_topic_score_gemma":0.001950554,"domain_scores_codex":[0.9992562,0.0002034035,0.0001650391,0.00007317828,0.0002602853,0.00004195876],"domain_scores_gemma":[0.9983974,0.000854528,0.0002507604,0.00004091026,0.000354614,0.0001018132],"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":[0.0002373008,0.0001126947,0.000961366,0.01067364,0.0001997149,0.0007807644,0.0001169842,0.0001790161,0.0009151782,0.002568258,0.0486783,0.9345767],"study_design_scores_gemma":[0.0002100181,0.0006885135,0.00527613,0.020624,0.0005120193,0.01428102,0.0004800542,0.0002937247,0.0007057811,0.009309944,0.9475445,0.00007438828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003418234,0.9871477,0.0001852943,0.01031627,0.0009457156,0.000006631735,0.00001574204,0.000007572935,0.001033216],"genre_scores_gemma":[0.002685945,0.9872453,0.000490474,0.004414581,0.004576546,0.00001341989,0.00003096826,0.000004058527,0.0005387908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002448776,"threshold_uncertainty_score":0.008191943,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4368357972","doi":"10.23736/s0026-4806.23.08474-4","title":"Perioperative cardiac risk reduction in non cardiac surgery","year":2023,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Cardiac, Anesthesia and Surgical Outcomes","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; Perioperative; Anesthesiology; Intensive care medicine; Risk assessment; MEDLINE; Cardiac surgery; Identification (biology); Emergency medicine; Medical emergency; Surgery; Anesthesia","authors":[{"name":"Bright P. Thilagar","is_ca":false},{"name":"Michael R. MUELLER","is_ca":false},{"name":"Ravindra Ganesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594685529805734,"gpt":0.2677865255816829,"spread":0.2518396702836255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004068555,0.0005960955,0.001412437,0.001859941,0.0004836704,0.001825704,0.001565794,0.001689813,0.006346303],"category_scores_gemma":[0.01735772,0.0002242812,0.001743927,0.0009408676,0.0005704552,0.00111379,0.001170813,0.003216281,0.001121908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149576,"about_ca_system_score_gemma":0.003665307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004282844,"about_ca_topic_score_gemma":0.01063997,"domain_scores_codex":[0.996726,0.001270819,0.0005442613,0.0002594023,0.00105757,0.0001417422],"domain_scores_gemma":[0.9936944,0.003604022,0.0009638506,0.0001169383,0.001330546,0.000290239],"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":[0.0002260436,0.0002524032,0.002279181,0.03919178,0.0007506628,0.0001535995,0.0003521136,0.0002810192,0.0003309546,0.0045296,0.05999175,0.8916609],"study_design_scores_gemma":[0.0004795784,0.0005075275,0.02534609,0.1923881,0.003040856,0.0009936782,0.000769772,0.0004089529,0.0006110118,0.01068681,0.7646811,0.0000867179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001711893,0.9594004,0.0008333096,0.02718109,0.002193997,0.00008368204,0.0002357898,0.00003141703,0.008328425],"genre_scores_gemma":[0.01908166,0.9618307,0.004078744,0.01086272,0.002367127,0.0002020469,0.000236126,0.00001684698,0.0013241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006346303,"threshold_uncertainty_score":0.0215168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311162530","doi":"10.23736/s0026-4806.22.08046-6","title":"How immunosuppressive therapy impaires on COVID-19 mRNA-vaccine response in rheumatic diseases","year":2022,"lang":"en","type":"article","venue":"Minerva Medica","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regina General Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Immunology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; 2019-20 coronavirus outbreak; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","authors":[{"name":"Marta Priora","is_ca":true},{"name":"Simone Parisi","is_ca":false},{"name":"Valentina Benedetti","is_ca":false},{"name":"Enrico Fusaro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03922680597172246,"gpt":0.3473433105199712,"spread":0.3081165045482488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003158157,0.0002919885,0.000372248,0.0002271653,0.000258951,0.0006166741,0.0001676738,0.0004330864,0.00443358],"category_scores_gemma":[0.0003647966,0.0001359311,0.000420148,0.0001064566,0.0003151414,0.0002785385,0.0002583983,0.0007284127,0.0005583729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148558,"about_ca_system_score_gemma":0.0004249344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002989777,"about_ca_topic_score_gemma":0.0004911965,"domain_scores_codex":[0.999587,0.0001088495,0.00003899515,0.00005776619,0.00006165733,0.0001458418],"domain_scores_gemma":[0.9998537,0.00003142484,0.00003987359,0.00001161838,0.00002120087,0.00004201088],"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":[0.004440296,0.0004530278,0.00527047,0.0008059107,0.000112368,0.0004148739,0.0001042222,0.0002457286,0.9513267,0.0009996822,0.001194348,0.03463232],"study_design_scores_gemma":[0.0008182208,0.009051943,0.1811566,0.0004949936,0.001111174,0.002861784,0.001203777,0.002700644,0.7263207,0.001911762,0.07230767,0.00006074159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626156,0.02521676,0.001372202,0.001530798,0.0009433393,0.00007914031,0.000653504,0.00009224836,0.007496324],"genre_scores_gemma":[0.984001,0.009766046,0.0008645456,0.0005473237,0.0002843052,0.00007269585,0.0003789169,0.00001702046,0.004068027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00443358,"threshold_uncertainty_score":0.01483178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021581576","doi":"10.23736/s0026-4806.19.06047-6","title":"Visceral serositis in acute Epstein-Barr virus infectious mononucleosis","year":2021,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Serositis; Mononucleosis; Virology; Medicine; Virus; Epstein–Barr virus; Immunology","authors":[{"name":"Lucia CATTANEO","is_ca":false},{"name":"Gregorio P. Milani","is_ca":false},{"name":"Sebastiano A. G. Lava","is_ca":false},{"name":"Lisa Kottanattu","is_ca":false},{"name":"Samuele Renzi","is_ca":true},{"name":"Pietro B. Faré","is_ca":false},{"name":"Mario G. Bianchetti","is_ca":false},{"name":"Federica Vanoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02258110471350691,"gpt":0.316720741829522,"spread":0.2941396371160151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003909645,0.0007385109,0.001542223,0.002443837,0.0002205759,0.0009823088,0.0006310702,0.0008198867,0.003420018],"category_scores_gemma":[0.000808379,0.0002369724,0.0004881795,0.002266817,0.000356404,0.0009829309,0.0006148407,0.001156472,0.0009618839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652876,"about_ca_system_score_gemma":0.000794507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508711,"about_ca_topic_score_gemma":0.003344577,"domain_scores_codex":[0.9998424,0.00003169966,0.00003924556,0.00002568885,0.00004590052,0.00001509392],"domain_scores_gemma":[0.9996812,0.0001636673,0.00007998813,0.000005743316,0.00004965032,0.00001966942],"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":[0.0001341563,0.0000563405,0.0004531486,0.05261419,0.0002352896,0.0004205611,0.00006761686,0.0002188973,0.0007700954,0.0009426593,0.02146983,0.9226173],"study_design_scores_gemma":[0.0001149678,0.0001823237,0.004391522,0.03843071,0.001406836,0.006331969,0.000211229,0.0001483149,0.0004060022,0.001673384,0.9466553,0.00004737383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005947556,0.9995044,0.00002118389,0.00005869711,0.00007858482,0.00000158037,0.000008923425,0.000001508333,0.0002656648],"genre_scores_gemma":[0.0005799726,0.9989358,0.00006013053,0.000091356,0.0001332414,0.000002035096,0.00001719929,4.295995e-7,0.0001798815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003420018,"threshold_uncertainty_score":0.01144111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410896045","doi":"10.23736/s0026-4806.25.09678-8","title":"Definitions for hypertensive response to exercise: a systematic review","year":2025,"lang":"en","type":"review","venue":"Minerva Medica","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Physical medicine and rehabilitation; Physical therapy","authors":[{"name":"Gloria Petrasch","is_ca":false},{"name":"Hadassa Brito da Silva","is_ca":false},{"name":"Nils Ole Schmidt","is_ca":false},{"name":"Gioia Bebi","is_ca":false},{"name":"Laura Spormann","is_ca":false},{"name":"Céline Ghidoni","is_ca":false},{"name":"Greta Hametner","is_ca":false},{"name":"J Riess","is_ca":false},{"name":"Jan Vontobel","is_ca":false},{"name":"Mark Haykowsky","is_ca":true},{"name":"David Niederseer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06265724139647665,"gpt":0.3530212685306454,"spread":0.2903640271341687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01578832,0.00220381,0.01043023,0.01422912,0.0007739301,0.003306867,0.003245038,0.002033918,0.005090036],"category_scores_gemma":[0.06575496,0.001277411,0.01157016,0.01371925,0.001589653,0.003352698,0.002288326,0.001541643,0.0004307659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00618571,"about_ca_system_score_gemma":0.01497622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100868,"about_ca_topic_score_gemma":0.02457568,"domain_scores_codex":[0.9836352,0.00542755,0.006713872,0.001058431,0.002794888,0.0003701244],"domain_scores_gemma":[0.9579982,0.02905927,0.008789622,0.0006183528,0.003230504,0.0003040612],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009825337,0.00000706054,0.0005590793,0.9776353,0.006098251,0.00005248967,0.0001344226,0.00008921287,0.00005071396,0.000195432,0.001001903,0.01407797],"study_design_scores_gemma":[0.0002067684,0.00009298625,0.002940274,0.9337318,0.05280738,0.0002312895,0.0002037575,0.000105541,0.00009373441,0.0003657067,0.009182562,0.00003815151],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001106902,0.9949545,0.00047988,0.0004820831,0.0001320297,0.001396546,0.001063868,0.00002172963,0.0003624107],"genre_scores_gemma":[0.02128464,0.9718087,0.001940348,0.0008918399,0.000098173,0.003074636,0.000739934,0.00001309782,0.0001487214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9842117,"threshold_uncertainty_score":0.0834977,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaepi_broad"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3012344571","doi":"10.23736/s0026-4806.20.06420-4","title":"Association between Body Mass Index and functional recovery among older adults with stroke","year":2021,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Stroke Rehabilitation and Recovery","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":"Canadian Nautical Research Society; Western University","funders":"","keywords":"Body mass index; Medicine; Stroke (engine); Index (typography); Frailty Index; Gerontology; Physical medicine and rehabilitation; Demography; Internal medicine; Computer science","authors":[{"name":"Émeline Michel","is_ca":false},{"name":"Noémie Champigny","is_ca":false},{"name":"Cédric Annweiler","is_ca":true},{"name":"Olivier Guérin","is_ca":true},{"name":"Guillaume Sacco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006882644984269133,"gpt":0.2220098164202135,"spread":0.2151271714359444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878936,0.0003780358,0.0006472273,0.0008399316,0.0003552335,0.0007314814,0.0003463847,0.001000664,0.004865898],"category_scores_gemma":[0.001857133,0.0002094824,0.0007408624,0.0008801114,0.0001379044,0.0004571998,0.0004073183,0.0009307985,0.0005175213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163465,"about_ca_system_score_gemma":0.000325478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866743,"about_ca_topic_score_gemma":0.004815558,"domain_scores_codex":[0.9998067,0.00003597859,0.00002918827,0.00003931601,0.0000355774,0.00005317341],"domain_scores_gemma":[0.9993846,0.0001510725,0.0001808482,0.00003055191,0.00008333146,0.0001695646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552734,0.0001370563,0.9962,0.000039789,0.0002323539,0.0000574658,0.0000350503,0.00001926615,0.0001678896,0.00001519383,0.0002812969,0.002559342],"study_design_scores_gemma":[0.000007241852,0.00008240745,0.9995353,0.000007659094,0.00006247217,0.00005198637,0.0000737423,0.00004127288,0.000009169596,0.00001422644,0.0001125666,0.000001905809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938153,0.002314358,0.00006050462,0.0005644431,0.0001109079,0.00001321096,0.001159609,0.000008197044,0.001953498],"genre_scores_gemma":[0.9956309,0.001293504,0.00005491467,0.0002360757,0.0003510957,0.00001469788,0.0009873367,0.000002855179,0.001428788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004866743,"threshold_uncertainty_score":0.01627803,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2582314","doi":"","title":"Head-Up : co-designing novel neck orthosis for neck weakness in MND","year":2012,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Parkinson's Disease and Spinal Disorders","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":"Neck pain; Physical medicine and rehabilitation; Weakness; Process (computing); Torso; Physical therapy; Quality of life (healthcare); Engineering; Medicine; Computer science; Nursing; Surgery","authors":[{"name":"Joe Langley","is_ca":false},{"name":"Heath Reed","is_ca":false},{"name":"Andrew Stanton","is_ca":false},{"name":"Chris McDermott","is_ca":false},{"name":"Nicola M. Heron","is_ca":false},{"name":"Zoë Clarke","is_ca":false},{"name":"Simon Judge","is_ca":false},{"name":"Pamela J. Shaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05100119586368081,"gpt":0.3485964668135176,"spread":0.2975952709498368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002857223,0.001117285,0.0004901658,0.0007949437,0.0006689121,0.001366867,0.001392028,0.001201529,0.01315999],"category_scores_gemma":[0.003734921,0.000467443,0.001464217,0.000313594,0.0007028861,0.0009619962,0.002043613,0.0008077514,0.002223166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415586,"about_ca_system_score_gemma":0.001472196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008800598,"about_ca_topic_score_gemma":0.001943963,"domain_scores_codex":[0.998199,0.0006830057,0.0001250015,0.0001583232,0.0007228932,0.0001118494],"domain_scores_gemma":[0.9985708,0.0006784457,0.00008966815,0.0001518193,0.000396994,0.0001122681],"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":[0.001695588,0.001756743,0.008130411,0.009776094,0.0002777379,0.002130744,0.009288688,0.03392345,0.1089418,0.01156349,0.02577381,0.7867414],"study_design_scores_gemma":[0.001506019,0.02074434,0.03060034,0.004117456,0.001747597,0.009684303,0.009721316,0.1413162,0.1723352,0.02053199,0.5868919,0.0008032471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2489423,0.002352389,0.6661775,0.001816431,0.001195008,0.00703793,0.001047257,0.002485838,0.06894548],"genre_scores_gemma":[0.3386604,0.001477949,0.6239252,0.0005382586,0.0001272114,0.003969943,0.0008234723,0.0005726046,0.02990501],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01315999,"threshold_uncertainty_score":0.04402453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411803313","doi":"10.23736/s0026-4806.25.09673-9","title":"Impact of age, sex, and urban environment on allergen-specific IgE profiles to grass pollen components: a cross-sectional study in Northern Italy","year":2025,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Allergic Rhinitis and Sensitization","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 Hospital Foundation","funders":"","keywords":"Pollen; Immunoglobulin E; Allergen; Cross-sectional study; Immunology; Environmental health; Geography; Demography; Medicine; Biology; Allergy; Botany; Antibody","authors":[{"name":"Mara De Amici","is_ca":false},{"name":"Claudio Tirelli","is_ca":false},{"name":"Fiorella Barocci","is_ca":false},{"name":"Lucia Sacchi","is_ca":false},{"name":"Amelia Licari","is_ca":false},{"name":"Alessia Marseglia","is_ca":false},{"name":"Angelo Guido Corsico","is_ca":true},{"name":"Vanessa Ronzoni","is_ca":false},{"name":"Gian Luigi Marseglia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672287974371799,"gpt":0.2994609953392728,"spread":0.2727381155955548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007270385,0.0003827277,0.0004486525,0.0005869569,0.0003691753,0.0006672213,0.0003147205,0.0004702431,0.00161367],"category_scores_gemma":[0.0009731153,0.0003324172,0.0005394853,0.000615407,0.0003589125,0.00030942,0.000384435,0.0003164933,0.0004211264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004390931,"about_ca_system_score_gemma":0.0002847681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007947786,"about_ca_topic_score_gemma":0.009104667,"domain_scores_codex":[0.9995408,0.0001311073,0.00002970016,0.0001392885,0.00005909489,0.0001001044],"domain_scores_gemma":[0.9992549,0.0001407556,0.000277444,0.00008330045,0.00007587414,0.0001677547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397415,0.00005866214,0.9979139,0.00001502629,0.00004505716,0.0001772388,0.0002594741,0.00002520069,0.0003805342,0.000006609543,0.0001023594,0.0008762989],"study_design_scores_gemma":[0.000003897687,0.00007627042,0.9994181,0.000002839574,0.00001638587,0.0001831921,0.0001219502,0.00003519544,0.00001745447,0.000003405354,0.0001196447,0.000001615233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993518,0.0001686397,0.00003918932,0.00001767222,0.000003641058,0.000009843165,0.0001419106,0.000002596998,0.0002646992],"genre_scores_gemma":[0.9994868,0.00008992638,0.00006547308,0.00003098823,0.00001073274,0.00001586738,0.0001724019,0.00000268758,0.0001250876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007947786,"threshold_uncertainty_score":0.01580304,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"}]}