{"id":"W4417474582","doi":"10.63209/2025.1615","title":"Merci et au revoir Julie!","year":2025,"lang":"","type":"article","venue":"Pharmactuel","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Canadian Pharmacists Association; McGill University Health Centre; Centre Hospitalier de l’Université de Montréal; Centre hospitalier universitaire de Québec; Centres Intégré Universitaires de Santé et de Services Sociaux; Université Laval; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007066775,0.0005655814,0.001038238,0.0002275741,0.002317503,0.00002915493,0.000624659,0.001164942,0.005841712],"category_scores_gemma":[0.00162659,0.0005265559,0.0003692955,0.001078746,0.0002750417,0.000335817,0.0003767545,0.007440025,0.002961737],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168511,"about_ca_system_score_gemma":0.01357957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136943,"about_ca_topic_score_gemma":0.0002192516,"domain_scores_codex":[0.9908991,0.003849055,0.001731752,0.0008776681,0.0006667693,0.001975611],"domain_scores_gemma":[0.9940981,0.003134326,0.0004286119,0.0009135318,0.0004056501,0.001019785],"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":[0.0001881952,0.00048872,0.00861268,0.006257198,0.0003009212,0.00003689016,0.06791061,0.000004773618,0.0004320568,0.01406403,0.8611997,0.04050419],"study_design_scores_gemma":[0.004285443,0.00008184262,0.01863984,0.001833036,0.0003747225,0.00000228066,0.01024971,0.0006360096,0.0001899309,0.001867788,0.9614385,0.0004008928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07635231,0.008028168,0.004800932,0.3114474,0.02274442,0.004318466,0.0001973362,0.0004148426,0.5716962],"genre_scores_gemma":[0.6725246,0.01181293,0.0004638759,0.2784053,0.00137448,0.0001417919,0.00003704639,0.00006073156,0.03517932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5961723,"threshold_uncertainty_score":0.9997186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182001668394803,"score_gpt":0.5118123901872887,"score_spread":0.3936122233478084,"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."}}