{"id":"W4411344550","doi":"10.46747/cfp.7106371","title":"Résoudre la crise en médecine familiale","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":"Université Laval; Canadian Heritage; College of Family Physicians of Canada; Manitoba Health","funders":"","keywords":"Humanities; Computer science; 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":[0.02182884,0.0003124719,0.0006821137,0.002389525,0.01783461,0.007733215,0.001318791,0.005616214,0.00654467],"category_scores_gemma":[0.05299425,0.0003149098,0.0004471517,0.002804025,0.01705577,0.00622289,0.004920197,0.01168872,0.0005823733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03507509,"about_ca_system_score_gemma":0.09185747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6166363,"about_ca_topic_score_gemma":0.7621658,"domain_scores_codex":[0.9820357,0.008889614,0.0006026745,0.001106588,0.005138052,0.002227357],"domain_scores_gemma":[0.9518291,0.02191239,0.003762706,0.001234317,0.01287205,0.008389502],"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":[0.00005923312,0.00008573625,0.02978477,0.0007657628,0.00007125288,0.001700378,0.3249305,0.0002980033,0.0007759972,0.1734701,0.3521308,0.1159274],"study_design_scores_gemma":[0.00001474854,0.0000546403,0.02299892,0.002653908,0.00003256222,0.001532946,0.139097,0.0001468077,0.0003177746,0.01754103,0.8155176,0.00009217136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01700541,0.02907061,0.0007937649,0.9283926,0.004863051,0.0000181096,0.00008271354,0.00002271798,0.01975097],"genre_scores_gemma":[0.626578,0.08463132,0.00524002,0.2351523,0.01278593,0.0001153945,0.0001726732,0.0001337289,0.03519063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3833637,"threshold_uncertainty_score":0.7712429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718026297343624,"score_gpt":0.3536115409834157,"score_spread":0.3264312780099795,"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."}}