{"id":"W4282979768","doi":"10.1016/j.revmed.2022.03.232","title":"Un score pour prédire le risque de rechute au cours de la granulomatose avec polyangéite et la polyangéite microscopique","year":2022,"lang":"fr","type":"article","venue":"La Revue de Médecine Interne","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Gynecology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002499104,0.0006011482,0.0008550069,0.0004142486,0.0004237847,0.000156683,0.0006273611,0.0007230446,0.001542812],"category_scores_gemma":[0.0004310506,0.0006667752,0.0006209862,0.0006391053,0.0004551049,0.0001700444,0.0004313714,0.002922458,0.0001315019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749639,"about_ca_system_score_gemma":0.002408839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002383,"about_ca_topic_score_gemma":0.0008368016,"domain_scores_codex":[0.9940635,0.002717876,0.0008211024,0.0007463913,0.0003384679,0.001312657],"domain_scores_gemma":[0.996955,0.001006615,0.0003606508,0.0008323067,0.0001182577,0.0007272058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009874089,0.006269084,0.5901609,0.002062467,0.003452162,0.03963795,0.02189496,0.002282028,0.0842361,0.1589293,0.06864081,0.02144678],"study_design_scores_gemma":[0.0226648,0.001223154,0.454916,0.0128307,0.002543165,0.1091194,0.003862133,0.007025297,0.02209283,0.01487383,0.3468479,0.002000848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931796,0.01955683,0.004676361,0.06082188,0.001402683,0.0007444941,0.0008870656,0.000276065,0.01845505],"genre_scores_gemma":[0.9276989,0.002769384,0.002874846,0.003290571,0.001181695,0.0002826117,0.0003710344,0.0002445774,0.0612864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.278207,"threshold_uncertainty_score":0.9995784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145417261687013,"score_gpt":0.2724865500196824,"score_spread":0.2653411327579954,"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."}}