{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001590466,0.0005741903,0.01949624,0.001494139,0.00002663894,0.00001219349,0.0002802283,0.0001725613,0.0006057403],"category_scores_gemma":[0.01938662,0.0002628245,0.001224671,0.006814109,0.0002254707,0.00004866492,0.0001327459,0.0004647732,0.000008900744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689639,"about_ca_system_score_gemma":0.0002189419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008451387,"about_ca_topic_score_gemma":0.00001624903,"domain_scores_codex":[0.9948011,0.0007798239,0.001882666,0.0007102122,0.001416369,0.0004098374],"domain_scores_gemma":[0.9908162,0.006990063,0.0008169664,0.0006415005,0.00029521,0.0004400716],"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":[0.00001794275,0.0003030078,0.00001604494,0.6423919,0.3434119,0.0002881996,0.00007523275,5.622521e-8,3.356498e-8,0.000006894682,0.0002090975,0.01327971],"study_design_scores_gemma":[0.0008216493,0.0008406886,0.0001013187,0.1132811,0.857751,0.00007574236,0.0001014837,0.000001071558,1.672067e-7,0.000001973693,0.0268244,0.0001994609],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001692737,0.9938474,0.000003410519,0.001550605,0.000009613125,0.004018573,0.0004465771,0.00001749936,0.00008940936],"genre_scores_gemma":[0.0001723004,0.993611,0.0003966985,0.0007246478,0.00002483496,0.004641885,0.0001279584,0.00002908096,0.0002715673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5291108,"threshold_uncertainty_score":0.9999824,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004440799,0.0005373696,0.005470229,0.000239697,0.00002789093,0.00001154736,0.0002684697,0.0003849011,0.0002514598],"category_scores_gemma":[0.001294032,0.0003707184,0.0007780077,0.0007484953,0.00004014436,0.00004729471,0.00007613512,0.000629787,0.0005387047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492233,"about_ca_system_score_gemma":0.001657458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007947413,"about_ca_topic_score_gemma":0.00001611897,"domain_scores_codex":[0.9965445,0.0001841204,0.001627362,0.0005731524,0.0007384963,0.0003323044],"domain_scores_gemma":[0.9979138,0.0001588602,0.0008082941,0.0006066921,0.000135407,0.0003769293],"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":[0.000004245182,0.00003002594,0.000005109368,0.9086025,0.0001767407,0.001084433,0.0002916409,2.852253e-9,0.000001521406,0.000005971389,0.002460129,0.08733769],"study_design_scores_gemma":[0.00023509,0.000118838,0.000001432311,0.5416886,0.00405205,0.00003853807,0.00006547996,0.000001067283,0.000002488446,0.00000124219,0.4536328,0.0001624159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.331789e-7,0.991595,0.00003848729,0.0002189775,0.0003219595,0.006645909,0.00002186936,0.00004580942,0.001111107],"genre_scores_gemma":[0.000005352118,0.9954914,0.0001498493,0.001377182,0.0003022971,0.001403969,0.0006051025,0.0000770179,0.0005877602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4511726,"threshold_uncertainty_score":0.9998745,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001377451,0.0002341542,0.0006954768,0.0001075561,0.00003040106,0.000008533941,0.0001321161,0.00009195039,0.0002890752],"category_scores_gemma":[0.0002375739,0.000163841,0.0002013832,0.0005727064,0.00009994935,0.00004317431,0.00001875291,0.0001066053,0.0000662815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008505027,"about_ca_system_score_gemma":0.0001452521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007736684,"about_ca_topic_score_gemma":0.0001076325,"domain_scores_codex":[0.9980522,0.0001065308,0.0006593599,0.000329613,0.0005331037,0.0003191943],"domain_scores_gemma":[0.9989464,0.0001610426,0.0001301273,0.0004323613,0.00008165617,0.0002484674],"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":[0.002242882,0.00432254,0.0165239,0.0003177979,0.000327288,0.0007411388,0.03339073,0.0001082475,0.6928892,0.0002499616,0.00262357,0.2462628],"study_design_scores_gemma":[0.09127422,0.1587308,0.03944015,0.001585504,0.001699572,0.001971858,0.009526579,0.000344989,0.6666133,0.00008571067,0.02789878,0.0008285655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915944,0.002036234,0.00005434889,0.003607706,0.0001992275,0.001753135,0.00001922611,0.00003609549,0.0006996434],"genre_scores_gemma":[0.9980313,0.00008820034,0.0005415379,0.0008047287,0.0001866754,0.0001438041,0.00007440321,0.00002364985,0.0001056524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454343,"threshold_uncertainty_score":0.6681243,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004206132,0.0006463564,0.004082236,0.0002232475,0.0001451785,0.00005481937,0.000126975,0.0007709195,0.002434184],"category_scores_gemma":[0.0006428697,0.0004168517,0.0003854808,0.0005007639,0.0004168329,0.00003791424,0.0002246057,0.0006585373,0.00001687427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558098,"about_ca_system_score_gemma":0.001108924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003432905,"about_ca_topic_score_gemma":0.00008980931,"domain_scores_codex":[0.9967844,0.0002374523,0.0008902577,0.001011546,0.0005472082,0.0005291234],"domain_scores_gemma":[0.9968331,0.001762421,0.0003729512,0.0003716795,0.0000814055,0.0005784485],"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":[0.00003861009,0.0003869448,0.02700679,0.004681568,0.001631509,0.0006452376,0.00006244547,8.85036e-8,2.129775e-7,0.0000553878,0.01220699,0.9532842],"study_design_scores_gemma":[0.002940273,0.001489604,0.006771894,0.009949353,0.006367414,0.0002817046,0.00005768636,0.000002727846,0.00000112368,0.000005125811,0.9717555,0.0003775835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002154975,0.9927915,0.00000426321,0.001352018,0.0007967564,0.001287097,0.0002482998,0.00006562598,0.001299412],"genre_scores_gemma":[0.001019211,0.9934047,0.0003704699,0.0005550527,0.002030302,0.0012591,0.0001643663,0.00005722321,0.001139545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9595485,"threshold_uncertainty_score":0.9998283,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784045,0.00035537,0.001862708,0.0002730766,0.00002673974,0.000007027675,0.0001178291,0.0002912836,0.00007284641],"category_scores_gemma":[0.0002533842,0.0002342237,0.0002834322,0.0004683104,0.0001782212,0.00006374045,0.0000643345,0.0003403501,0.00001378508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005417527,"about_ca_system_score_gemma":0.0003983079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001418879,"about_ca_topic_score_gemma":0.00001023863,"domain_scores_codex":[0.9977562,0.0001910395,0.0008984612,0.0004183593,0.0004802573,0.000255647],"domain_scores_gemma":[0.9985647,0.0001953443,0.0004889194,0.0004488826,0.0001128394,0.0001893062],"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":[0.00003819815,0.0001317794,0.002051267,0.02710413,0.0001216009,0.00003830168,0.00007923675,2.929891e-7,0.00000246801,0.000004199424,0.0003361422,0.9700924],"study_design_scores_gemma":[0.0006002408,0.0002996631,0.002892928,0.02268146,0.002849829,0.00007470884,0.00006819072,0.00003375583,6.078295e-7,0.00001347939,0.9703134,0.0001717562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003128642,0.9975703,0.00001079589,0.00009420843,0.0003432322,0.0007881366,0.0004105381,0.00003100788,0.000438912],"genre_scores_gemma":[0.00002403518,0.9990331,0.0001092361,0.0001069215,0.0002450398,0.00007712465,0.0001860366,0.00004607895,0.0001724358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699773,"threshold_uncertainty_score":0.9551367,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007743512,0.00009241528,0.0002881976,0.00004326513,0.0000594937,0.000001273165,0.00005147462,0.00001850224,0.004806546],"category_scores_gemma":[0.000003449543,0.00006983677,0.00007900243,0.0001640021,0.00004076855,0.00005167927,0.000007770783,0.00005183079,0.000007530381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004113141,"about_ca_system_score_gemma":0.0001621274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141488,"about_ca_topic_score_gemma":0.00001090287,"domain_scores_codex":[0.9990752,0.00008027246,0.0002224238,0.0001620166,0.0003549517,0.0001051467],"domain_scores_gemma":[0.9995391,0.00001102519,0.00007492819,0.0001919478,0.00004294748,0.0001400789],"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":[0.00491252,0.03978106,0.1335952,0.01290938,0.01764858,0.01089372,0.2316784,0.00003000874,0.08636389,0.001896305,0.3423744,0.1179165],"study_design_scores_gemma":[0.0547758,0.06098643,0.4623718,0.007586216,0.04433072,0.002718924,0.05798712,0.001966616,0.02499713,0.0002931359,0.2798116,0.002174493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800224,0.01124778,0.000007133128,0.003747131,0.0001367485,0.000590986,0.0001453803,0.00004694651,0.004055487],"genre_scores_gemma":[0.992215,0.003550946,0.00006851457,0.0008506055,0.00006592521,0.0001091438,0.002681798,0.00001041241,0.0004476063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287766,"threshold_uncertainty_score":0.9961032,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008956207,0.0005853865,0.007434526,0.000299265,0.00004171679,0.000005029716,0.0002528995,0.001135358,0.0001828742],"category_scores_gemma":[0.0008823559,0.000388449,0.0004060182,0.0003052418,0.000396446,0.00003326903,0.000251061,0.0009704885,0.0002525304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006822262,"about_ca_system_score_gemma":0.0004544678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009379914,"about_ca_topic_score_gemma":0.00002266964,"domain_scores_codex":[0.9965349,0.0006724002,0.001425578,0.0006875549,0.000133232,0.0005463721],"domain_scores_gemma":[0.9980346,0.0006977491,0.0004970187,0.0005552715,0.000046255,0.0001690964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004347251,0.0000711168,0.0000115607,0.9437228,0.002172611,0.001217743,0.00003657311,2.146925e-10,0.000004204201,0.00000676329,0.02709746,0.02561562],"study_design_scores_gemma":[0.001076344,0.0003423041,0.0000102176,0.3182719,0.02840679,0.009441343,0.000003733946,3.360295e-7,3.921942e-8,0.000002792234,0.6421861,0.0002580813],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007561506,0.9940382,0.000001064035,0.001411911,0.0007740304,0.003324237,0.00008128336,0.00004291983,0.0002507076],"genre_scores_gemma":[0.000002260703,0.9938986,0.00006764495,0.003633236,0.0004950736,0.0006304247,0.0003908495,0.00004370897,0.0008382487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.625451,"threshold_uncertainty_score":0.9998568,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003815205,0.0001845392,0.0003897442,0.0001306991,0.0001335503,0.00001732465,0.000162504,0.00005942867,0.0001016971],"category_scores_gemma":[0.00009377087,0.0001274619,0.00004296597,0.0004593974,0.0002076591,0.00009311531,0.00009058087,0.0002937075,6.323904e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104634,"about_ca_system_score_gemma":0.0002698707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006455134,"about_ca_topic_score_gemma":0.00005371005,"domain_scores_codex":[0.9979272,0.0001752687,0.0004402895,0.0002887653,0.0009466587,0.0002218189],"domain_scores_gemma":[0.9990539,0.00009203052,0.0002266349,0.0003768947,0.0001602073,0.00009033811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121291,0.001385671,0.882839,0.0003013883,0.0001250089,0.00004751795,0.003819182,0.0000538431,0.004652711,0.0001296952,0.00005383862,0.1054708],"study_design_scores_gemma":[0.006533858,0.0009077474,0.9876619,0.0001900031,0.0001654464,0.00002227794,0.0025273,0.0008680823,0.0005767294,0.00004213527,0.0003552573,0.0001492762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976732,0.0003933678,0.000188131,0.0005927641,0.0002184599,0.0007457033,0.00007108026,0.00003025796,0.00008706291],"genre_scores_gemma":[0.9993766,0.00002579134,0.00006216103,0.0001333906,0.00003249164,0.0000804804,0.00021406,0.00002965337,0.00004539777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053215,"threshold_uncertainty_score":0.5197744,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003626205,0.00006160162,0.00007449925,0.00008109214,0.0002600324,0.00004290769,0.0001783907,0.00005066025,0.0008960306],"category_scores_gemma":[0.0004574688,0.00006161395,0.00003427258,0.0003120935,0.00008081528,0.0001170971,0.00001229238,0.00009577168,0.0002895994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943213,"about_ca_system_score_gemma":0.000394447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505708,"about_ca_topic_score_gemma":0.0006067387,"domain_scores_codex":[0.9990556,0.00004494406,0.000125436,0.0001553742,0.0004029879,0.0002156281],"domain_scores_gemma":[0.9994578,0.00005792566,0.00004143139,0.0001053343,0.00009490995,0.000242559],"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":[0.000005642104,0.0001790605,0.0055065,0.00000575722,0.000008648103,0.000003893959,0.03405136,0.000001677459,0.0001804813,0.01789163,0.2785197,0.6636456],"study_design_scores_gemma":[0.00009307376,0.00001970704,0.04093212,0.0000526595,0.000008686524,0.000003694658,0.01189752,0.0000251387,0.0000152072,0.001812529,0.9450177,0.0001219866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740748,0.00006977118,0.0008808185,0.05471356,0.002485893,0.0001782711,0.00000127167,0.00007614913,0.2008462],"genre_scores_gemma":[0.9377478,0.00008476534,0.001074373,0.001988771,0.002804132,0.00004678342,0.0000174288,0.000007580485,0.05622838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6664979,"threshold_uncertainty_score":0.9810907,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325729,0.0002394533,0.003220947,0.00009534312,0.00004388431,0.00001148802,0.0001563466,0.00008390022,0.00004437539],"category_scores_gemma":[0.006566964,0.0001315392,0.0005922643,0.0004664223,0.00008711029,0.00007332249,0.0001600899,0.0005044327,0.000008227966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006632487,"about_ca_system_score_gemma":0.0004247183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006269984,"about_ca_topic_score_gemma":0.000003302845,"domain_scores_codex":[0.9963548,0.001200925,0.0006701212,0.0002688502,0.001271152,0.000234192],"domain_scores_gemma":[0.9966252,0.001398992,0.001094989,0.0004066911,0.0003166234,0.0001574735],"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":[0.000003896126,0.0002273471,0.0004797745,0.7953318,0.003298345,0.000009669469,0.00009519079,1.053148e-9,0.000003071602,0.000005515049,0.000299943,0.2002454],"study_design_scores_gemma":[0.0004325312,0.0002797089,0.002810145,0.9259434,0.05264763,0.00001726488,0.00007763264,0.000006199125,0.0000121978,0.000001264104,0.01763801,0.0001340698],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01046496,0.9867782,0.00001509485,0.0001849673,0.00006089021,0.002204332,0.00002929875,0.000008817863,0.0002534359],"genre_scores_gemma":[0.002255526,0.9965008,0.00001247224,0.00002946564,0.0001254263,0.0006739465,0.00002357971,0.00002233853,0.0003564746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2001114,"threshold_uncertainty_score":0.7861743,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002801751,0.0002099789,0.001041287,0.0001948971,0.00005416976,0.00001003393,0.000127528,0.0001801538,0.0002335441],"category_scores_gemma":[0.00009530866,0.0001549357,0.0002649992,0.00007503216,0.0001229952,0.00004682569,0.00008852064,0.0001582601,0.00003394061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002668708,"about_ca_system_score_gemma":0.0002531297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006392964,"about_ca_topic_score_gemma":0.000002495185,"domain_scores_codex":[0.9985313,0.00004232428,0.0005347827,0.0002697887,0.0004915407,0.0001302888],"domain_scores_gemma":[0.9989027,0.0000542268,0.0004704816,0.0003781827,0.00007255693,0.0001218414],"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":[0.00002097891,0.00006822764,0.00006630165,0.01504684,0.0002555408,0.00004776138,0.000009988839,7.77388e-9,1.179917e-7,0.0003335437,0.004181955,0.9799687],"study_design_scores_gemma":[0.0004630274,0.0001552417,0.003602164,0.02110312,0.0007589258,0.000123993,0.000004922146,0.000003304502,3.694103e-7,0.0000412927,0.9736311,0.0001125614],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002136466,0.9903672,0.0001357394,0.0000692901,0.0001720801,0.0005930038,0.00003547235,0.0000137554,0.008592123],"genre_scores_gemma":[0.00004019474,0.9808487,0.002522738,0.00002593169,0.0003522724,0.0000652143,0.0005999443,0.00002160859,0.01552336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798562,"threshold_uncertainty_score":0.6318093,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004830949,0.0001999316,0.0005732263,0.0001849933,0.00003677317,0.00001002477,0.0001162884,0.0001610807,0.0001843412],"category_scores_gemma":[0.0007642853,0.0001539816,0.0001090039,0.0005200737,0.0004973796,0.00007555192,0.000126376,0.0005756728,0.000005922792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002843023,"about_ca_system_score_gemma":0.00002843998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005756447,"about_ca_topic_score_gemma":0.000006854266,"domain_scores_codex":[0.9978706,0.0003256576,0.0003309262,0.000496476,0.0006119137,0.0003644505],"domain_scores_gemma":[0.9987803,0.0004144255,0.00008434561,0.0003295701,0.0001556764,0.0002356611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706004,0.0001754751,0.6315731,0.00008891419,0.0001719953,0.001574036,0.0006743241,6.359861e-7,0.07153329,0.0000330701,0.00004250574,0.2924267],"study_design_scores_gemma":[0.005249664,0.001164074,0.9648293,0.000108449,0.00003971434,0.0002264029,0.0002477884,0.0003459892,0.0272757,0.0000313248,0.0003648975,0.0001167548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944763,0.002237785,0.0001412254,0.0004602996,0.0001633163,0.0003981125,0.000006199108,0.0000250788,0.002091672],"genre_scores_gemma":[0.9988216,0.0000760857,0.0007128334,0.0001095976,0.0001057407,0.00003443386,0.00001030671,0.00002680812,0.0001026328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3332562,"threshold_uncertainty_score":0.6279189,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022529,0.0002196627,0.0006893798,0.0001676337,0.00006670781,0.00001377369,0.0001241683,0.0002884219,0.00004051386],"category_scores_gemma":[0.0000151718,0.0001237109,0.0001411076,0.0002650346,0.000112368,0.00002476847,0.0002384344,0.000279819,0.00001508756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003850369,"about_ca_system_score_gemma":0.00003026117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000578348,"about_ca_topic_score_gemma":0.0001807496,"domain_scores_codex":[0.9989807,0.0001385085,0.0004015784,0.0002669391,0.00001638504,0.0001958891],"domain_scores_gemma":[0.9995721,0.00005181231,0.0001266256,0.0002161862,0.00001185004,0.00002143343],"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":[0.000004752414,0.00009288429,0.002510711,0.0109314,0.001565741,0.000003986882,0.00009011022,2.355821e-8,0.000005680087,0.0003535561,0.005910586,0.9785306],"study_design_scores_gemma":[0.0004681145,0.00007041226,0.01240445,0.02349731,0.003312195,0.0008485548,0.00003574178,3.56207e-7,0.000003475267,0.000002641206,0.9591886,0.0001681045],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02066886,0.9767199,6.735548e-7,0.00006920599,0.001393382,0.0007795929,0.0002093311,0.00003207047,0.0001270397],"genre_scores_gemma":[0.003507387,0.9956872,0.000003519794,0.000007175517,0.00007237295,0.0002658797,0.00009493974,0.00001734286,0.0003441117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9783624,"threshold_uncertainty_score":0.5044785,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007173602,0.0001678731,0.0004607399,0.00008414189,0.0001054378,0.00001238115,0.00009378312,0.00003422793,0.002307235],"category_scores_gemma":[0.00003266074,0.0001232341,0.0002097778,0.0001818716,0.00009924057,0.00006624412,0.00005437572,0.00007130454,0.0000303802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419155,"about_ca_system_score_gemma":0.0001413451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860143,"about_ca_topic_score_gemma":0.000002659621,"domain_scores_codex":[0.9984835,0.00006548816,0.0002973624,0.0002684438,0.0006308433,0.0002543438],"domain_scores_gemma":[0.9991989,0.00004471585,0.0001154756,0.0003643516,0.00004262649,0.0002339059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003741403,0.01768689,0.6274977,0.0006303412,0.002642803,0.004382649,0.004214217,0.00001352743,0.01110375,0.000445265,0.01394422,0.3136972],"study_design_scores_gemma":[0.01241474,0.01772723,0.8709331,0.0006928433,0.002280971,0.0007890975,0.005013631,0.0007746579,0.002589566,0.0001101154,0.08629195,0.0003821639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984755,0.008886758,0.000005267119,0.002871556,0.0003010739,0.0003660389,0.00004757553,0.00003651187,0.002730241],"genre_scores_gemma":[0.9943379,0.00284126,0.0001844546,0.0002565499,0.0001263236,0.0001206273,0.0001690758,0.0000224182,0.001941446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313315,"threshold_uncertainty_score":0.9986048,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177042,0.0002192934,0.00131351,0.000358562,0.00007961087,0.0000175526,0.00006140095,0.0001943422,0.0001501699],"category_scores_gemma":[0.001039918,0.0001727616,0.0007842788,0.0009875443,0.0001378475,0.00008335026,0.00003596016,0.0003634428,0.0003996164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105024,"about_ca_system_score_gemma":0.0001834325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005398372,"about_ca_topic_score_gemma":0.000007752213,"domain_scores_codex":[0.9977754,0.0003220007,0.0004267642,0.0004000654,0.0006193329,0.0004564089],"domain_scores_gemma":[0.9983926,0.0008035334,0.0000694732,0.0003687945,0.00007391923,0.0002916614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003252831,0.0001392052,0.7662095,0.000178938,0.0004674164,0.001365447,0.004710111,0.00002091746,0.005663735,0.0001202212,0.08342075,0.1373784],"study_design_scores_gemma":[0.0005432093,0.00006708386,0.6886283,0.0001631096,0.0001983264,0.00004695393,0.001763182,0.0001762068,0.0006831278,0.000004084762,0.3074884,0.000237965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736524,0.0008696583,0.000004664558,0.004926929,0.001609644,0.0004749294,0.00002140766,0.0001661212,0.01827424],"genre_scores_gemma":[0.9729341,0.004007377,0.00008734198,0.0002164173,0.001441913,0.00017773,0.0002298226,0.00005146068,0.02085389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2240677,"threshold_uncertainty_score":0.7045016,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001237352,0.0003114474,0.0006082739,0.0006809337,0.0002712356,0.0000520151,0.0005407448,0.00009309853,0.0005725675],"category_scores_gemma":[0.008793714,0.0002416217,0.0002020859,0.0008498648,0.0001526104,0.00007521761,0.0002604825,0.000717481,0.00003551292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560864,"about_ca_system_score_gemma":0.001669372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005330339,"about_ca_topic_score_gemma":0.00003267998,"domain_scores_codex":[0.9959642,0.0008746425,0.0004224616,0.00055933,0.001536688,0.0006427044],"domain_scores_gemma":[0.9968092,0.001788425,0.0001407824,0.0008891985,0.0000871603,0.0002852744],"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":[0.1695344,0.007272356,0.20848,0.001092726,0.0008641268,0.0141789,0.01170063,0.00004687019,0.1488989,0.0002064696,0.3359503,0.1017744],"study_design_scores_gemma":[0.01788335,0.004900111,0.07511386,0.0002821551,0.00005692704,0.0002225003,0.00320016,0.00101684,0.005693332,0.0002256529,0.8909717,0.0004334807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488708,0.006885575,0.00001113302,0.04245132,0.0003011922,0.0009415597,0.00006909807,0.0001404934,0.0003287944],"genre_scores_gemma":[0.9056842,0.00009817145,0.00002509969,0.09266601,0.000201688,0.0007435639,0.00003432301,0.00005518824,0.0004917408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5550214,"threshold_uncertainty_score":0.9995556,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003246473,0.0006784156,0.003424895,0.0004152848,0.00008448986,0.00005075829,0.0002552693,0.0009660156,0.001247176],"category_scores_gemma":[0.0002594667,0.000577719,0.0008214955,0.001156132,0.0001133685,0.00007653883,0.0001388109,0.001201828,0.0002001042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008179561,"about_ca_system_score_gemma":0.001328281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529265,"about_ca_topic_score_gemma":0.0008911107,"domain_scores_codex":[0.996546,0.0002293377,0.001015161,0.0007910313,0.0006734632,0.0007449613],"domain_scores_gemma":[0.9983376,0.0001137131,0.0003806929,0.0006300829,0.00009659886,0.0004412777],"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":[0.00001837475,0.0002338944,0.0001381887,0.004344007,0.0009251771,0.001469089,0.0001727413,4.880731e-7,0.00001000154,0.00001030399,0.04472379,0.9479539],"study_design_scores_gemma":[0.002768579,0.0003359654,0.00007632171,0.02329159,0.003166317,0.0003116768,0.00005884197,0.00001719165,0.00000285294,0.000008438264,0.9694272,0.0005350453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005475152,0.988649,0.000008944584,0.0006260693,0.0008558023,0.0008639387,0.00011695,0.0001298289,0.008201985],"genre_scores_gemma":[0.0001925028,0.9933911,0.00007122536,0.0012811,0.0004670673,0.0003288559,0.0006695741,0.0001464028,0.0034522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9474189,"threshold_uncertainty_score":0.9996674,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001372608,0.0005607315,0.01063563,0.0004631744,0.00008871125,0.00001100136,0.0003206503,0.0003896576,0.00006835476],"category_scores_gemma":[0.01154643,0.000383087,0.003383946,0.0008357148,0.00006679036,0.00001889242,0.0001394937,0.0003360705,0.0004183355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614585,"about_ca_system_score_gemma":0.001329788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008424528,"about_ca_topic_score_gemma":0.000001299482,"domain_scores_codex":[0.9967051,0.00044911,0.001261609,0.0006801073,0.0004462544,0.0004578035],"domain_scores_gemma":[0.9955012,0.001846759,0.0002365415,0.001548106,0.000442323,0.0004250274],"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":[0.0001891204,0.00004869233,1.687363e-9,0.8207611,0.0007307331,0.00009468044,0.00001915427,1.462108e-8,9.813998e-7,0.00001695973,0.09905359,0.07908501],"study_design_scores_gemma":[0.0002767885,0.00008827659,1.270356e-7,0.5567011,0.03488888,0.0004499165,0.00001180959,5.088065e-7,3.292882e-7,0.00001160056,0.4073876,0.000183131],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.843218e-7,0.9841397,0.0001881538,0.001457427,0.0004402579,0.01285237,0.0002519802,0.00008945083,0.0005804629],"genre_scores_gemma":[2.749231e-7,0.9787661,0.0006400982,0.003904595,0.0002173057,0.01251477,0.0007311482,0.00007251399,0.00315315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.308334,"threshold_uncertainty_score":0.9998621,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000240979,0.0001351053,0.0003070721,0.0001082203,0.00005912352,0.00002147304,0.00002617639,0.0002051834,0.0007734812],"category_scores_gemma":[0.0006652498,0.0001042327,0.0000855881,0.000183868,0.00007078446,0.0001176551,0.00002076267,0.0002782839,0.00001792604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420263,"about_ca_system_score_gemma":0.0002174077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003533343,"about_ca_topic_score_gemma":0.00003999375,"domain_scores_codex":[0.9984856,0.00006278823,0.0002530269,0.0003087986,0.0006694532,0.0002203179],"domain_scores_gemma":[0.9987873,0.00045038,0.0001199413,0.0001665104,0.0002478503,0.0002280521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001259307,0.00006527896,0.9797407,0.0001183865,0.0003221602,0.00003602962,0.000124896,0.000001507281,0.0006319587,0.000003106514,0.01029166,0.008538336],"study_design_scores_gemma":[0.003451582,0.0002178684,0.988571,0.0004368805,0.0002083897,0.00002716575,0.0007109296,0.0001450698,0.0003190263,0.00001173715,0.005782343,0.0001179427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906509,0.0003470552,0.0009009563,0.003837477,0.0003840739,0.0002137227,0.00003209092,0.00004931657,0.003584404],"genre_scores_gemma":[0.969929,0.0001188373,0.000696016,0.0004367771,0.0006980042,0.00002806874,0.0002010979,0.00002056931,0.02787166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428726,"threshold_uncertainty_score":0.8469077,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004258247,0.0002419072,0.0004868885,0.0001921324,0.00007922022,0.00001247265,0.0001459083,0.0001414685,0.0002834507],"category_scores_gemma":[0.000483973,0.0002102598,0.0001713273,0.0003118984,0.00009202531,0.000167903,0.00003123716,0.0002113536,0.00007168677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007828946,"about_ca_system_score_gemma":0.0002023833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002135837,"about_ca_topic_score_gemma":0.00007536077,"domain_scores_codex":[0.9980895,0.00002954827,0.0003883277,0.0003119935,0.0004363676,0.0007442793],"domain_scores_gemma":[0.9988165,0.0001174448,0.00008779456,0.0003074437,0.00006763792,0.0006031493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401505,0.002253208,0.859312,0.00104125,0.000228582,0.00005691454,0.00240426,0.000005248926,0.0205401,0.0003647006,0.09004653,0.02234571],"study_design_scores_gemma":[0.007831895,0.0003290187,0.6291956,0.0007554527,0.0002451091,0.00003767162,0.001034672,0.001014308,0.0009865122,0.00002641716,0.3581752,0.0003681914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836383,0.002991864,0.002564299,0.003550384,0.0004567167,0.0007413003,0.00003361754,0.00007996774,0.005943537],"genre_scores_gemma":[0.9923797,0.0001067814,0.00221991,0.002681695,0.0005378639,0.0002324461,0.0001283988,0.00004925182,0.001663977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681287,"threshold_uncertainty_score":0.8574145,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002783362,0.0001686938,0.0003745913,0.0002374506,0.00005301265,0.00001446479,0.00007015657,0.00008178291,0.0001285236],"category_scores_gemma":[0.00006354476,0.000131493,0.00007363973,0.0001775162,0.00008599873,0.0000300031,0.0000580438,0.000145127,0.00001299664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767624,"about_ca_system_score_gemma":0.00005584829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003991746,"about_ca_topic_score_gemma":0.0003564666,"domain_scores_codex":[0.9984639,0.00007159534,0.0004757482,0.0003368587,0.0004600555,0.000191871],"domain_scores_gemma":[0.9994393,0.00006908367,0.00007586067,0.0002337118,0.00003944591,0.0001425733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003850848,0.001166367,0.9905415,0.00002122905,0.0001660866,0.0001405622,0.001356197,0.000102742,0.002897991,0.00001975773,0.00190504,0.001297459],"study_design_scores_gemma":[0.002613391,0.0009601525,0.9944859,0.0001062661,0.00001282053,0.00001052409,0.000331255,0.0001717631,0.00004370628,0.00001079705,0.001157477,0.00009592991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969341,0.0001883164,0.00006870912,0.0003714431,0.0001036894,0.0008016138,0.00002364598,0.00001630069,0.00149222],"genre_scores_gemma":[0.9980869,0.00009360706,0.00007621928,0.0001200205,0.00008795674,0.00003529531,0.000119184,0.00001525725,0.001365503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003944434,"threshold_uncertainty_score":0.5362129,"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"}]}