{"id":"W3129412431","doi":"10.46747/cfp.6702145","title":"CMFCApprendre : n’importe quand, n’importe où, par les MF, pour les MF","year":2021,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IMG; Humanities; Art; Computer science; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025625,0.0005436779,0.0003397145,0.001161381,0.006188337,0.00397431,0.00122571,0.00238129,0.5474913],"category_scores_gemma":[0.005681081,0.000350681,0.0004490453,0.001365268,0.001539865,0.002981595,0.004095426,0.002714118,0.2099079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008465568,"about_ca_system_score_gemma":0.01965398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3532032,"about_ca_topic_score_gemma":0.5461581,"domain_scores_codex":[0.9986361,0.0001191461,0.00002174879,0.0001189153,0.0006511427,0.0004528963],"domain_scores_gemma":[0.9947471,0.0003010003,0.0001006837,0.0002593907,0.002258498,0.002333226],"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":[0.00001243902,0.00002246759,0.0004569188,0.00004668534,0.0000013271,0.00008790964,0.0007307756,0.00002355861,0.000425753,0.002730575,0.937682,0.05777952],"study_design_scores_gemma":[0.000003595836,0.000005893546,0.001494193,0.00004731609,8.016885e-7,0.00008167462,0.0006956969,0.00002086067,0.00011653,0.0002808469,0.997244,0.000008586517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004600799,0.0007134479,0.002691959,0.03876942,0.005024992,0.0003116358,0.002110167,0.003015401,0.9427623],"genre_scores_gemma":[0.02606552,0.0009127237,0.005060222,0.006570928,0.0007917994,0.0001503337,0.001410948,0.00123999,0.9577975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5474913,"threshold_uncertainty_score":0.7022947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305834778978314,"score_gpt":0.3797381973538226,"score_spread":0.2491547194559912,"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."}}