{"id":"W2033768371","doi":"10.1503/cmaj.1040455","title":"Words of truth","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ursus; Philosophy; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01397043,0.00134332,0.002095843,0.001853135,0.008042544,0.012254,0.003036227,0.0145418,0.04706656],"category_scores_gemma":[0.1654251,0.0004886271,0.0009841907,0.001763497,0.01543728,0.01491464,0.005620671,0.03391308,0.0287473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007010946,"about_ca_system_score_gemma":0.007966399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339101,"about_ca_topic_score_gemma":0.003355277,"domain_scores_codex":[0.9800152,0.007507776,0.001548607,0.002162567,0.007245113,0.001520681],"domain_scores_gemma":[0.9394717,0.02994073,0.004382866,0.004124594,0.01758274,0.004497277],"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":[0.00004070814,0.000007949053,0.00006167738,0.0001217441,0.00001091918,0.0001932632,0.001111158,0.00003439505,0.00004318453,0.03748591,0.9526588,0.008230319],"study_design_scores_gemma":[0.000009779151,0.00001260771,0.00007189617,0.00082528,0.000007177789,0.0004617604,0.001499393,0.00005881923,0.00005930838,0.03282913,0.9641439,0.00002077774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002240999,0.01055907,0.0008647722,0.8732408,0.09614719,0.00001770732,0.0001908046,0.00008764194,0.01866782],"genre_scores_gemma":[0.01594639,0.007985033,0.0009395196,0.8865587,0.05407593,0.00008673215,0.0002343372,0.000209416,0.03396406],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04706656,"threshold_uncertainty_score":0.1574534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258942777187363,"score_gpt":0.3741829437684556,"score_spread":0.351593515996582,"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."}}