{"id":"W2893606582","doi":"10.1080/0142159x.2018.1498589","title":"2018 Ottawa consensus statement: Selection and recruitment to the healthcare professions","year":2018,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Medical Education and Admissions","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Selection (genetic algorithm); Globe; Context (archaeology); Diversity (politics); Health care; Engineering ethics; Public relations; Political science; Quality (philosophy); Discipline; Sociology; Psychology; Social science; Epistemology; Computer science; Engineering; Law; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.2042548,0.002377206,0.006941143,0.01242524,0.009726299,0.01549998,0.02109826,0.0418692,0.009874945],"category_scores_gemma":[0.3239256,0.004218113,0.01002401,0.008500622,0.01223118,0.007258385,0.01297254,0.03384065,0.01034964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03776119,"about_ca_system_score_gemma":0.1895888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1070462,"about_ca_topic_score_gemma":0.1214992,"domain_scores_codex":[0.7631372,0.07220653,0.08400403,0.007247078,0.06290269,0.01050244],"domain_scores_gemma":[0.5351428,0.1652833,0.02702443,0.01499595,0.2355889,0.02196464],"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":[0.0001628825,0.0001061956,0.00135894,0.01163965,0.0002308728,0.0003022883,0.001689274,0.0004175819,0.0003025625,0.01382893,0.8673005,0.1026603],"study_design_scores_gemma":[0.00009514729,0.0000503776,0.002676652,0.04190712,0.0002820469,0.0002859924,0.001586259,0.0002430807,0.0004501426,0.01052652,0.9416364,0.0002602848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001061243,0.0632624,0.01490128,0.7982826,0.08418616,0.005257299,0.004522448,0.0003819858,0.02814461],"genre_scores_gemma":[0.03315732,0.1752043,0.2166511,0.4237466,0.02525525,0.033078,0.01667215,0.001273138,0.07496219],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2042548,"threshold_uncertainty_score":0.9812955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389487648669008,"score_gpt":0.454416666971915,"score_spread":0.3154679021050141,"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."}}