{"id":"W4403686360","doi":"10.1503/cjs.011324","title":"Difficult legal precedent established for rural surgical competency","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Surgery","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; MEDLINE; Medical education; General surgery; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.019892,0.002469177,0.003337616,0.00306601,0.008710174,0.01264971,0.004749392,0.05360615,0.006836324],"category_scores_gemma":[0.08662158,0.001554892,0.002994394,0.001448204,0.01092368,0.008944056,0.002789119,0.08035708,0.004126063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009283012,"about_ca_system_score_gemma":0.01702067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001626,"about_ca_topic_score_gemma":0.02654776,"domain_scores_codex":[0.9845804,0.003128543,0.002008824,0.001424916,0.007704357,0.001153019],"domain_scores_gemma":[0.9014916,0.07249854,0.001729997,0.001508649,0.01791629,0.004854933],"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":[0.00000935211,0.000007754976,0.0000214944,0.0001112031,0.000007384073,0.0001215286,0.00004695257,0.00002155436,0.000024443,0.002738227,0.9943027,0.002587454],"study_design_scores_gemma":[0.0000486922,0.00001873219,0.0002838873,0.0008661977,0.00003412581,0.0002703027,0.0001572063,0.0001559508,0.00009284817,0.004713216,0.993322,0.00003684025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005532975,0.003380651,0.0001407929,0.1831305,0.810318,0.00001715609,0.00003155903,0.0000286409,0.002897373],"genre_scores_gemma":[0.001263903,0.003140983,0.0002876545,0.1472735,0.8380195,0.00004167498,0.00002281855,0.00004339679,0.009906558],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9899837,"threshold_uncertainty_score":0.1052002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05972782408426121,"score_gpt":0.4353897633300601,"score_spread":0.3756619392457989,"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."}}