{"id":"W4405073433","doi":"10.46747/cfp.701112e211","title":"Craintes d’une nouvelle diplômée en médecine de famille","year":2024,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Humanities; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00305327,0.000421265,0.0004081232,0.0009802921,0.007783622,0.004126893,0.0009813827,0.004317702,0.1713044],"category_scores_gemma":[0.0139479,0.000386984,0.0005473368,0.0008503562,0.002574606,0.003642078,0.003613839,0.008151644,0.04122081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007971861,"about_ca_system_score_gemma":0.03792049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.245281,"about_ca_topic_score_gemma":0.3878459,"domain_scores_codex":[0.9964881,0.0006541628,0.00007519762,0.0002644952,0.001375206,0.001142837],"domain_scores_gemma":[0.9842165,0.001369789,0.0004677859,0.0004652708,0.005506154,0.007974491],"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":[0.00001124347,0.00001056343,0.000641445,0.00004412876,0.000002890698,0.0000569203,0.0006639164,0.00001157395,0.0001416637,0.005003653,0.9696461,0.02376586],"study_design_scores_gemma":[0.000005211225,0.000008131054,0.00142341,0.0001785861,0.000001628264,0.0001034453,0.0007946687,0.00001055714,0.00004105745,0.0007332259,0.9966906,0.000009543318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002348616,0.005541265,0.001461943,0.7288348,0.02649323,0.00007547421,0.0007843191,0.0006614396,0.2337989],"genre_scores_gemma":[0.06857705,0.01316284,0.006649946,0.3587642,0.01465066,0.0001986569,0.001190926,0.0009592351,0.5358465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.245281,"threshold_uncertainty_score":0.5730704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552584459435367,"score_gpt":0.3404531627034637,"score_spread":0.31492731810911,"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."}}