{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1665127,0.0008291301,0.0007538103,0.002089751,0.02001208,0.009755151,0.005188285,0.004780174,0.003989067],"category_scores_gemma":[0.2461823,0.001073258,0.0008383021,0.00334166,0.011584,0.004878049,0.01288025,0.01169193,0.0005124725],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1012629,"about_ca_system_score_gemma":0.218747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8272748,"about_ca_topic_score_gemma":0.8730439,"domain_scores_codex":[0.8478703,0.09977946,0.007250876,0.003586138,0.02557482,0.01593846],"domain_scores_gemma":[0.7642261,0.1352094,0.00730427,0.00645159,0.07411492,0.01269374],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003645929,0.0004994004,0.01654471,0.001615792,0.00005018269,0.002557558,0.6947001,0.0008117037,0.00177846,0.01127258,0.07587548,0.1939294],"study_design_scores_gemma":[0.0001598528,0.0005866152,0.0326445,0.003083463,0.00009118386,0.0005868071,0.6924914,0.001952675,0.002760641,0.004456256,0.2608489,0.0003378963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3108319,0.003801917,0.01017552,0.6180916,0.002544701,0.002400952,0.0004309917,0.0001983438,0.05152408],"genre_scores_gemma":[0.8830968,0.004648742,0.02234992,0.07311164,0.0006314022,0.001831588,0.0002055093,0.0002295615,0.01389484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8987371,"threshold_uncertainty_score":0.8806137,"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."}}