{"id":"W4384283430","doi":"10.46747/cfp.456","title":"Il est temps de créer un programme clinicien-érudit profil recherche","year":2023,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Medical education; Library science; Medicine; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04127441,0.001328722,0.001947435,0.003327538,0.004854943,0.009519495,0.003312435,0.006893789,0.1596371],"category_scores_gemma":[0.02840002,0.0006905089,0.001734418,0.001767975,0.003495,0.003417148,0.007324737,0.008826517,0.05763867],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01693459,"about_ca_system_score_gemma":0.05881899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04313942,"about_ca_topic_score_gemma":0.04288774,"domain_scores_codex":[0.9760796,0.008060624,0.0009339552,0.00252329,0.00752736,0.004875022],"domain_scores_gemma":[0.8914914,0.01365633,0.003524323,0.005740173,0.02722866,0.05835899],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001075657,0.0009218331,0.006389025,0.0005759422,0.00007505855,0.0008810503,0.002086252,0.0007536588,0.009785762,0.06827961,0.6691489,0.2400273],"study_design_scores_gemma":[0.0002208174,0.0002774231,0.004314813,0.0002319845,0.00001158102,0.0004426428,0.0007420924,0.0003907387,0.001429826,0.002348818,0.9895262,0.00006323961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01979349,0.01739507,0.05249495,0.6243354,0.07244682,0.00348289,0.006881505,0.00883214,0.1943377],"genre_scores_gemma":[0.08458869,0.0072201,0.07745411,0.05484504,0.0138875,0.002953028,0.004949777,0.004105052,0.7499967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9830654,"threshold_uncertainty_score":0.5340394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4127079106247639,"score_gpt":0.4533936344842048,"score_spread":0.04068572385944097,"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."}}