{"id":"W2330523955","doi":"10.1503/cjs.001711","title":"La compétence des chirurgiens en titre","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004558399,0.0001625928,0.0004865782,0.000446194,0.0001076566,0.00003747615,0.0001572144,0.0001850406,0.00763654],"category_scores_gemma":[0.01210297,0.0001620714,0.0002964229,0.0003061696,0.000528986,0.0005382441,0.00001359163,0.0007316791,0.0001884485],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677221,"about_ca_system_score_gemma":0.007167347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03156094,"about_ca_topic_score_gemma":0.03408725,"domain_scores_codex":[0.9970866,0.0005105343,0.001472083,0.0001329949,0.0002375904,0.0005601346],"domain_scores_gemma":[0.9925353,0.004302974,0.0006831084,0.0001989694,0.0005705247,0.001709146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077765,0.0001038209,0.5530251,0.0001673701,0.000248294,0.00972066,0.003485742,0.000006861595,0.00004951349,0.000498339,0.0876363,0.3449502],"study_design_scores_gemma":[0.0006396779,0.0001735627,0.5947778,0.001987047,0.0005280635,0.006572841,0.00465429,0.00004431143,0.000129656,0.00126957,0.3889906,0.0002325518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448206,0.02181483,0.0009542824,0.009163238,0.01028332,0.0001524698,0.00007890732,0.000008822285,0.01272352],"genre_scores_gemma":[0.990492,0.001999918,0.003218529,0.001424025,0.001775501,7.990145e-7,0.000007499252,0.00003391613,0.001047757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447177,"threshold_uncertainty_score":0.9984611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3711109839674666,"score_gpt":0.411272352373507,"score_spread":0.04016136840604034,"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."}}