{"id":"W4411344540","doi":"10.46747/cfp.7106374","title":"Résoudre des problèmes pernicieux en médecine familiale canadienne","year":2025,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Humanities; Medicine; Gynecology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002204299,0.0003119995,0.0004149475,0.001534769,0.008465717,0.002452251,0.0009907439,0.002467201,0.01988459],"category_scores_gemma":[0.01154204,0.0002214907,0.000359125,0.002031843,0.00294019,0.002178952,0.0019991,0.004451037,0.001625359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01590033,"about_ca_system_score_gemma":0.04544828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7858062,"about_ca_topic_score_gemma":0.871756,"domain_scores_codex":[0.9979988,0.000462868,0.0000676774,0.000146708,0.0008223405,0.000501567],"domain_scores_gemma":[0.9941307,0.0007851712,0.0004956286,0.0001291721,0.002275096,0.002184154],"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":[0.00002500931,0.00005689045,0.03907769,0.00044817,0.00003414477,0.00235262,0.03482827,0.0001211911,0.0003768542,0.01101214,0.7711314,0.1405357],"study_design_scores_gemma":[0.00001793273,0.00004688346,0.08051991,0.002562778,0.0000447131,0.006291556,0.07040616,0.0001307762,0.0002349204,0.005105335,0.8345513,0.00008775037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0333745,0.03709039,0.001007213,0.8335452,0.006180644,0.0000758484,0.0005793984,0.0001586102,0.08798817],"genre_scores_gemma":[0.5684445,0.1134247,0.006561197,0.1771546,0.008307731,0.0002047861,0.001065674,0.0003439766,0.1244929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9840997,"threshold_uncertainty_score":0.4309105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256956742779184,"score_gpt":0.3328981528428177,"score_spread":0.3003285854150258,"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."}}