{"id":"W2038575210","doi":"10.1186/1748-5908-9-53","title":"Organizational impact of evidence-informed decision making training initiatives: a case study comparison of two approaches","year":2014,"lang":"en","type":"article","venue":"Implementation Science","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of Calgary; Université de Montréal","funders":"Canadian Health Services Research Foundation; Canadian Foundation for Healthcare Improvement","keywords":"Health administration; Health care; Socialization; Organizational effectiveness; Health informatics; Knowledge management; Organizational learning; Health services research; Psychology; Medical education; Nursing; Medicine; Public health; Social psychology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.06501696,0.000783332,0.0006352481,0.003630917,0.004607087,0.006967667,0.00310375,0.003197935,0.002944151],"category_scores_gemma":[0.06583001,0.0006747266,0.001152652,0.002756465,0.002907683,0.004158988,0.006829131,0.002549693,0.0002648606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009626858,"about_ca_system_score_gemma":0.01308306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249376,"about_ca_topic_score_gemma":0.005991097,"domain_scores_codex":[0.9219193,0.06646989,0.002243738,0.001257965,0.004460999,0.00364812],"domain_scores_gemma":[0.8965832,0.08204621,0.005606234,0.004575749,0.004933076,0.006255572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003439975,0.03496794,0.09088742,0.006594206,0.0006090567,0.01209645,0.2525546,0.007308133,0.003159044,0.02282161,0.002042603,0.5635189],"study_design_scores_gemma":[0.003724535,0.03876802,0.09030059,0.01178901,0.001176039,0.009215125,0.7300653,0.0184735,0.01258601,0.0151644,0.06832553,0.0004118991],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969636,0.001299413,0.008357429,0.002855064,0.00007439903,0.002597793,0.00005025839,0.00003381327,0.01509593],"genre_scores_gemma":[0.9776854,0.001075715,0.01812072,0.0004147337,0.00002836094,0.001883617,0.00003241779,0.00001584812,0.0007431835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06501696,"threshold_uncertainty_score":0.3438467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.628073996899818,"score_gpt":0.6229261691370427,"score_spread":0.005147827762775337,"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."}}