{"id":"W4226108625","doi":"10.46747/cfp.6712951","title":"Préparer un avenir meilleur pour les médecins de famille","year":2021,"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":"","funders":"","keywords":"Humanities; Medicine; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002932252,0.0007255141,0.00055793,0.001024854,0.007712781,0.003763903,0.001281497,0.004908309,0.1814505],"category_scores_gemma":[0.01408037,0.0005032725,0.0008574418,0.0006601448,0.001794236,0.003610769,0.004351828,0.007367436,0.06615942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006632233,"about_ca_system_score_gemma":0.03224479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1486003,"about_ca_topic_score_gemma":0.2423539,"domain_scores_codex":[0.9969143,0.0007137215,0.00008490833,0.0002657211,0.001018896,0.001002501],"domain_scores_gemma":[0.9846587,0.0005897115,0.0005438815,0.000462098,0.004617392,0.009128224],"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":[0.00001348525,0.00002974088,0.0008730799,0.00005494507,0.000005398677,0.0001004614,0.0005191707,0.00001975349,0.0002227371,0.002540684,0.9599413,0.03567925],"study_design_scores_gemma":[0.00001372252,0.00002320624,0.002269682,0.0002475409,0.000004468748,0.0001934709,0.001042172,0.00002207741,0.00008491027,0.001116554,0.9949632,0.00001899219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003152046,0.004872956,0.003208979,0.7649968,0.02762228,0.0002130264,0.001118077,0.001521637,0.1932941],"genre_scores_gemma":[0.04956209,0.01137918,0.0179608,0.3657655,0.01198173,0.0004180078,0.00215733,0.001509414,0.539266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9933678,"threshold_uncertainty_score":0.6070123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04766453975382044,"score_gpt":0.3334115555380983,"score_spread":0.2857470157842779,"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."}}