{"id":"W2097871176","doi":"","title":"Changing the view","year":2002,"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":"","funders":"","keywords":"White coat; Doors; White (mutation); Medicine; Medical education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009274232,0.0008065347,0.000939635,0.001278417,0.009051782,0.01341305,0.002608863,0.02266832,0.04833376],"category_scores_gemma":[0.0341972,0.0003920857,0.0009731019,0.0008023367,0.01246309,0.01752082,0.007926433,0.05013964,0.01678309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007393931,"about_ca_system_score_gemma":0.0152322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621326,"about_ca_topic_score_gemma":0.02777872,"domain_scores_codex":[0.9916165,0.002278426,0.0003215651,0.0009416398,0.003100199,0.001741702],"domain_scores_gemma":[0.9721993,0.002818335,0.0006160988,0.0007536436,0.008330218,0.01528243],"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":[0.00001553982,0.00002059766,0.00020326,0.00003421655,0.000007574595,0.0001071781,0.0006582403,0.00001448185,0.0000842023,0.01036742,0.9771236,0.01136368],"study_design_scores_gemma":[0.000007770616,0.00001368253,0.0002138473,0.0001477881,0.000004655019,0.0001971207,0.003206312,0.00001918155,0.00003762424,0.006331173,0.9898027,0.00001819138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002483325,0.002823756,0.0001951956,0.9260026,0.0641926,0.000003842798,0.00001970154,0.00003005177,0.006484049],"genre_scores_gemma":[0.006677795,0.003015151,0.0002536905,0.9497025,0.01919062,0.00001187119,0.00002774989,0.000068198,0.02105259],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04833376,"threshold_uncertainty_score":0.1616926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158780764835496,"score_gpt":0.3662166498496343,"score_spread":0.3246288422012793,"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."}}