{"id":"W2112582665","doi":"10.1503/cmaj.120437","title":"Unnecessary uncertainty is unacceptable","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Hippocratic Oath; Oath; Point (geometry); Medicine; Law; Psychiatry; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0391456,0.0009639913,0.001240878,0.001332813,0.009683921,0.01361649,0.002239535,0.01454687,0.0166317],"category_scores_gemma":[0.1051125,0.0005781287,0.0009892357,0.0007879235,0.05263258,0.01938538,0.008998851,0.02834178,0.005622366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006622278,"about_ca_system_score_gemma":0.008600446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693773,"about_ca_topic_score_gemma":0.003432521,"domain_scores_codex":[0.9565482,0.02172474,0.00156002,0.004097325,0.01360764,0.002462194],"domain_scores_gemma":[0.9283752,0.04540665,0.003662603,0.007348345,0.01127928,0.003927851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003957227,0.00002492486,0.0002116985,0.0001081961,0.00003012582,0.0002017657,0.003243676,0.0001964995,0.0001182388,0.8486507,0.1382069,0.008967905],"study_design_scores_gemma":[0.0000206454,0.0000133013,0.00009169274,0.0002655161,0.00001226471,0.0002003703,0.001893564,0.0002247144,0.0001272728,0.736149,0.2609705,0.00003105793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002674594,0.005387276,0.01447792,0.8026066,0.01135734,0.00004327694,0.0001048047,0.0001339482,0.1632142],"genre_scores_gemma":[0.366433,0.006300707,0.009924667,0.5538197,0.01763212,0.0002360874,0.0001170302,0.0004146155,0.04512204],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0391456,"threshold_uncertainty_score":0.2070242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3067064312540639,"score_gpt":0.4942875167506089,"score_spread":0.187581085496545,"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."}}