{"id":"W2094500704","doi":"10.1503/cmaj.109-4881","title":"Canadian Forces gives CMA top honour","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"History of Medical Practice","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Operations research; Management; Medicine; Political science; Law; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003666319,0.0001624175,0.0003514505,0.0004519428,0.0005479209,0.00008204876,0.000275515,0.0006183847,0.01665755],"category_scores_gemma":[0.02067226,0.0001516145,0.000141979,0.0002477497,0.00008082169,0.0002100185,0.000009914113,0.001891642,0.001399673],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004693458,"about_ca_system_score_gemma":0.01319388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2299679,"about_ca_topic_score_gemma":0.7556006,"domain_scores_codex":[0.996219,0.0003197398,0.0004870703,0.0002160432,0.001881112,0.0008770166],"domain_scores_gemma":[0.9890158,0.0004335112,0.0002294711,0.0001795231,0.0004482483,0.009693474],"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":[0.00001283462,0.00002551369,0.0379077,0.00001604989,0.0001286237,0.0009709204,0.0005516626,0.000001274673,0.00001239262,0.0004611469,0.8592284,0.1006834],"study_design_scores_gemma":[0.001048095,0.0001177905,0.02299186,0.00008889092,0.00006093607,0.001109438,0.0003351204,0.000312362,0.0000056942,0.0001446851,0.9736304,0.0001546895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1110517,0.000450223,0.000410061,0.6843737,0.00383617,0.000252945,0.00002086649,0.00006310565,0.1995413],"genre_scores_gemma":[0.8631573,0.0001061463,0.0006009471,0.1122321,0.008857872,0.000007086361,0.0000210177,0.00004566032,0.01497185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7521057,"threshold_uncertainty_score":0.9993778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006367864366637114,"score_gpt":0.2409484320551038,"score_spread":0.2345805676884667,"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."}}