{"id":"W3108110720","doi":"10.1016/j.rhum.2020.10.335","title":"Les granulomatoses avec polyangéite (GPA) sans ANCA ou avec ANCA anti-myéloperoxydase représentent des entités distinctes au sein des GPA : analyse de 727 GPA du registre du Groupe français d’étude des vascularites","year":2020,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Gynecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008899872,0.001298522,0.002033372,0.0004375119,0.002309337,0.0004960271,0.0007716493,0.0008307762,0.002764364],"category_scores_gemma":[0.002386487,0.001248307,0.001670438,0.001585537,0.00250982,0.0008971706,0.0003891014,0.001247237,0.000268958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000826483,"about_ca_system_score_gemma":0.0004082147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857596,"about_ca_topic_score_gemma":0.008430037,"domain_scores_codex":[0.9927832,0.0008842202,0.001899985,0.001623276,0.0008021595,0.00200713],"domain_scores_gemma":[0.9951434,0.0005446518,0.0006329561,0.001361039,0.0007012115,0.001616774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064923,0.001566441,0.8486632,0.006802108,0.003725759,0.005528132,0.07582927,0.0005510094,0.002650224,0.004306195,0.003568205,0.04670302],"study_design_scores_gemma":[0.005152027,0.0007171807,0.9399699,0.01223811,0.005235874,0.003433566,0.004614149,0.01380104,0.001511755,0.001308041,0.01039234,0.001626045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118693,0.05788291,0.01095162,0.01452289,0.0009346622,0.001078246,0.001235837,0.0005115745,0.001012935],"genre_scores_gemma":[0.9458274,0.04231136,0.005906579,0.0006624777,0.002660108,0.0001507511,0.00134773,0.0002608464,0.0008727956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09130674,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224826321272115,"score_gpt":0.2639675762436293,"score_spread":0.2317193130309082,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}