{"id":"W1993394680","doi":"10.12927/hcpol.2008.19814","title":"Knowledge to Action: The Development of Training Strategies","year":2008,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre; Université de Montréal","funders":"","keywords":"Interim; Curriculum; Medical education; Action (physics); Training (meteorology); Psychology; Knowledge management; Computer science; Mathematics education; Pedagogy; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002079504,0.00008306851,0.0001656748,0.0002714527,0.0004797983,0.0000425315,0.0003600852,0.00003732868,0.0002378738],"category_scores_gemma":[0.0003653097,0.00004980909,0.00004239877,0.001070841,0.00006026309,0.0001805773,0.00006106154,0.0001034508,0.0004030276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069268,"about_ca_system_score_gemma":0.005814553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002238763,"about_ca_topic_score_gemma":0.003158388,"domain_scores_codex":[0.9979478,0.0001922531,0.0006141993,0.0001838455,0.0008344362,0.0002274513],"domain_scores_gemma":[0.9986039,0.0003307213,0.0001499111,0.0003316766,0.0004467796,0.0001369821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001997635,0.00003785443,0.003881779,0.00002134223,0.000008672572,4.780715e-7,0.2242637,0.0001905953,0.0001290101,0.03456504,0.004165431,0.7327161],"study_design_scores_gemma":[0.0002787004,0.0001467527,0.464507,0.00004029732,0.000001950073,0.00002470289,0.07413138,0.0004353592,0.001083627,0.005687106,0.4534914,0.0001717331],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065734,0.0001522,0.002470301,0.04596343,0.0003872617,0.0003277206,0.000004820105,0.00003560173,0.04408524],"genre_scores_gemma":[0.9946316,0.00001893429,0.002277688,0.001205885,0.0002542411,0.00003367398,0.00000131279,0.000005078646,0.001571554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7325444,"threshold_uncertainty_score":0.9998215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7618975176201975,"score_gpt":0.6400045515209847,"score_spread":0.1218929660992129,"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."}}