{"id":"W2112376617","doi":"10.1503/cmaj.081463","title":"Doctors don't own medical knowledge","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Compendium; Medical knowledge; Health care; Medical care; Alternative medicine; Medicine; Data science; Medical education; Public relations; Family medicine; Computer science; Political science; Pathology; Law; History","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":[0.01508678,0.0002560582,0.001009117,0.001634265,0.006294952,0.008492937,0.001565228,0.00633576,0.01594947],"category_scores_gemma":[0.07569588,0.0004608558,0.0005503732,0.001364308,0.03081621,0.009986662,0.005674383,0.0100369,0.005180312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008509002,"about_ca_system_score_gemma":0.02255751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07468829,"about_ca_topic_score_gemma":0.1114015,"domain_scores_codex":[0.9796509,0.003916195,0.0008702232,0.001737774,0.01126713,0.002557616],"domain_scores_gemma":[0.9296827,0.0249874,0.006921351,0.006157504,0.0136392,0.01861182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001014482,0.0001414767,0.02186712,0.000671358,0.0001578613,0.0005789234,0.01806519,0.000178155,0.0005546935,0.3318131,0.5229266,0.102944],"study_design_scores_gemma":[0.0001322606,0.00009491759,0.01245973,0.001298338,0.0001142231,0.0009545531,0.0111958,0.0001827952,0.0005323301,0.1947609,0.7781692,0.0001049334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0100346,0.005119312,0.001434837,0.8796042,0.003288351,0.00002239234,0.0001906679,0.00005606534,0.1002495],"genre_scores_gemma":[0.4018379,0.01013927,0.001618153,0.5279452,0.006606036,0.000046511,0.0002399956,0.0001075442,0.05145927],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07468829,"threshold_uncertainty_score":0.1485071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368860788408627,"score_gpt":0.3976092497259351,"score_spread":0.3739206418418488,"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."}}