{"id":"W4416640969","doi":"10.1016/j.revmed.2025.10.440","title":"Classification des rechutes de granulomatose éosinophilique avec polyangéite après 2 ans de traitement par une thérapie anti-IL-5/IL-5 récepteur","year":2025,"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":"St. Joseph’s Healthcare Hamilton; Mount Sinai Hospital","funders":"","keywords":"Vasculitis; Respiratory disease; Work safety; Double blind study","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"],"consensus_categories":[],"category_scores_codex":[0.0009644589,0.0005563556,0.0008135572,0.0004986375,0.0002598036,0.0001407323,0.0004555464,0.0007701267,0.0005710525],"category_scores_gemma":[0.000430885,0.0005613604,0.0005278812,0.001037398,0.0005625051,0.0002108153,0.0001114758,0.00111234,0.000154154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045222,"about_ca_system_score_gemma":0.0005106658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550501,"about_ca_topic_score_gemma":0.0007351563,"domain_scores_codex":[0.9962427,0.0005521315,0.001081456,0.0007393999,0.000246848,0.001137483],"domain_scores_gemma":[0.997721,0.0004205747,0.0002839637,0.0008366135,0.000237222,0.0005006382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003584595,0.004813945,0.4179507,0.003953666,0.003222971,0.002492999,0.01188414,0.0004756571,0.2489577,0.1565233,0.02240824,0.1269582],"study_design_scores_gemma":[0.005718256,0.000474136,0.8897184,0.01166223,0.001758251,0.002055307,0.001387961,0.009219495,0.01457302,0.01944057,0.04339892,0.0005934446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844557,0.01788031,0.02424935,0.06244187,0.001258434,0.0008432161,0.000337081,0.0002541496,0.008279872],"genre_scores_gemma":[0.9590157,0.0125642,0.003576527,0.001608525,0.0009723168,0.0001908946,0.0002932474,0.00009836446,0.02168023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4717677,"threshold_uncertainty_score":0.9996838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661457685691115,"score_gpt":0.2720623320959292,"score_spread":0.255447755239018,"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."}}