{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009041801,0.0007681978,0.0007056971,0.00184844,0.001063954,0.001209602,0.0006700975,0.001000867,0.003233222],"category_scores_gemma":[0.002677077,0.0002383873,0.001185737,0.001004089,0.0008076364,0.0009126976,0.0006511705,0.001058721,0.0009179486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008082303,"about_ca_system_score_gemma":0.0009794203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005126515,"about_ca_topic_score_gemma":0.004463749,"domain_scores_codex":[0.9989184,0.000135944,0.0001486968,0.0001356143,0.0002337567,0.0004275361],"domain_scores_gemma":[0.9977362,0.0003780585,0.0008893589,0.0001000371,0.0004345639,0.0004617525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183608,0.0001809079,0.9049947,0.0002671387,0.0002453428,0.03806783,0.0006291773,0.0005642639,0.01067854,0.000825619,0.001867567,0.03984284],"study_design_scores_gemma":[0.00009737426,0.0009719984,0.845875,0.0003097586,0.0003494031,0.132494,0.0008873907,0.00190924,0.003144434,0.0006454126,0.01324819,0.00006796484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701374,0.00952348,0.00375479,0.0008680353,0.0003011926,0.0002663915,0.0008663362,0.0001241345,0.01415837],"genre_scores_gemma":[0.9912415,0.001653591,0.001830383,0.0002194401,0.0001929664,0.00006388775,0.001478692,0.00002618814,0.003293333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005126515,"threshold_uncertainty_score":0.01081622,"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."}}