{"id":"W2411300808","doi":"10.1503/cmaj.141153","title":"TYPE-Os","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Courtesy; Computer science; IMG; World Wide Web; Medicine; Linguistics; Philosophy; Operating system","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":[0.004539209,0.001194338,0.0009972968,0.002162647,0.001744686,0.006331649,0.002178029,0.002061513,0.6039945],"category_scores_gemma":[0.03491775,0.0006345442,0.001465612,0.003104553,0.001032383,0.00752054,0.00363387,0.002540416,0.5357102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908388,"about_ca_system_score_gemma":0.003068887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145007,"about_ca_topic_score_gemma":0.003384885,"domain_scores_codex":[0.994949,0.0007216663,0.0006861697,0.0006932921,0.002424064,0.0005258017],"domain_scores_gemma":[0.9734817,0.004890204,0.001522645,0.008248093,0.01070309,0.001154155],"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":[0.0001646233,0.00002129211,0.0007087734,0.0002718124,0.000009188904,0.000122522,0.0001115942,0.00007126309,0.0003780387,0.007530803,0.9304802,0.06012978],"study_design_scores_gemma":[0.00001945579,0.00001866788,0.0003479428,0.0001696187,0.000008464251,0.0003129865,0.0001090116,0.000114022,0.0007897627,0.003684643,0.9944061,0.00001929609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004927177,0.001976033,0.05108591,0.02050986,0.03355101,0.001054709,0.08256738,0.0449216,0.7594063],"genre_scores_gemma":[0.02785123,0.003279975,0.02784445,0.01581995,0.004773412,0.0009833518,0.05997731,0.0333205,0.8261498],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6039945,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940540788591274,"score_gpt":0.3243764108494392,"score_spread":0.3049710029635265,"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."}}