{"id":"W44375086","doi":"10.1097/acm.0b013e3182621c25","title":"Perspective","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agency (philosophy); CLARITY; Rubric; Conversation; Health care; Public relations; Perspective (graphical); Political science; Sociology; Medical education; Medicine; Pedagogy; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001364868,0.0004277564,0.0002917695,0.0007142605,0.004222227,0.005683818,0.0010781,0.004578919,0.1647638],"category_scores_gemma":[0.003451043,0.0001792775,0.0004272749,0.0007490377,0.002357837,0.003580411,0.003413392,0.004451637,0.04264924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00403937,"about_ca_system_score_gemma":0.006292054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007431,"about_ca_topic_score_gemma":0.009945069,"domain_scores_codex":[0.9983034,0.0003144839,0.00004691437,0.0004037722,0.0005023479,0.0004290499],"domain_scores_gemma":[0.9988233,0.0001989629,0.0000681671,0.0001310417,0.0004028234,0.0003756406],"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":[0.00004322322,0.00004175864,0.0009132993,0.0001213959,0.000006411331,0.0003213123,0.002118036,0.00006861049,0.0002470828,0.4908078,0.4452446,0.06006646],"study_design_scores_gemma":[0.000003224367,0.000006422922,0.0002835211,0.00008272074,0.000001467679,0.0001265578,0.0007806381,0.00001181287,0.00004823397,0.01093827,0.9877142,0.000002953748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001720086,0.002420237,0.001162999,0.06029514,0.00440061,0.00003907486,0.0003008579,0.0000547951,0.9296061],"genre_scores_gemma":[0.06914915,0.005233509,0.001637704,0.08492703,0.002906977,0.0001277164,0.0006551969,0.0001171899,0.8352455],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1647638,"threshold_uncertainty_score":0.5511898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821014760413476,"score_gpt":0.5911972892091281,"score_spread":0.4090958131677805,"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."}}