{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01728301,0.001192542,0.000465793,0.00258635,0.002667721,0.007039502,0.003037278,0.003096192,0.008934593],"category_scores_gemma":[0.02153869,0.0004166559,0.0006386471,0.0007800923,0.007104944,0.005218279,0.00641751,0.001984343,0.002209041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004884038,"about_ca_system_score_gemma":0.01508974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215688,"about_ca_topic_score_gemma":0.003997593,"domain_scores_codex":[0.986828,0.009144016,0.0003690841,0.0009295912,0.001804826,0.0009245438],"domain_scores_gemma":[0.9882106,0.0073936,0.0006948474,0.0008577025,0.001484239,0.001359155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008214499,0.0008623693,0.007539501,0.001652903,0.00008876419,0.0006573746,0.05396657,0.004361473,0.001747023,0.3693701,0.01913505,0.5405368],"study_design_scores_gemma":[0.000135886,0.0007900111,0.00636417,0.007555703,0.0001037377,0.0008712554,0.08781788,0.01633132,0.004718245,0.5257631,0.34941,0.0001387861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06167759,0.003417503,0.3383313,0.05150426,0.0006274938,0.003187099,0.0001528709,0.0007300238,0.5403718],"genre_scores_gemma":[0.5990266,0.003211661,0.3655958,0.003716657,0.00007593268,0.002837454,0.0001491248,0.0001598148,0.02522695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01728301,"threshold_uncertainty_score":0.09140235,"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."}}