{"id":"W2066465191","doi":"10.12927/hcq.2011.22539","title":"Reflections on Knowledge Translation in Canadian NICUs Using tahe EPIQ Method","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Quality management; Neonatal intensive care unit; Credibility; Quality (philosophy); Medicine; Intensive care; Nursing; Best practice; Medical education; Operations management; Intensive care medicine; Pediatrics; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003133418,0.000154697,0.0002398613,0.0009191717,0.001337981,0.00001173012,0.0002018348,0.0003013132,0.0005306201],"category_scores_gemma":[0.0001339306,0.0001467408,0.00004611941,0.001235266,0.00004355061,0.000247569,0.000004715497,0.001050644,0.000658715],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818001,"about_ca_system_score_gemma":0.01058215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8823502,"about_ca_topic_score_gemma":0.9687932,"domain_scores_codex":[0.9947832,0.002217849,0.0007066366,0.000430165,0.0002493972,0.001612737],"domain_scores_gemma":[0.9973463,0.000594726,0.0001228096,0.0003569322,0.0002578303,0.001321383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001962516,0.0003075254,0.0414848,0.0009159782,0.00001084181,0.00001923878,0.618082,0.000007911821,0.0002276348,0.01628479,0.004711302,0.3177517],"study_design_scores_gemma":[0.002512905,0.005550241,0.5476459,0.001913694,0.00002136031,0.00002626333,0.2000401,0.01331252,0.00006346365,0.0153616,0.2123742,0.001177736],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6769769,0.001295856,0.005810065,0.04431565,0.01068772,0.00721246,0.0001436705,0.0003401492,0.2532175],"genre_scores_gemma":[0.9888459,0.00002705753,0.008295359,0.001718048,0.0004584815,0.0002430488,0.00002078619,0.00002503189,0.0003662789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5061611,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5805330765331318,"score_gpt":0.6134689625026302,"score_spread":0.03293588596949837,"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."}}