{"id":"W2004129863","doi":"10.1197/j.aem.2007.06.012","title":"Public Health Considerations in Knowledge Translation in the Emergency Department","year":2007,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Psychological intervention; Public health; Knowledge translation; Health care; Population; Public relations; Medical education; Nursing; Knowledge management; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5268154,0.00157961,0.002676779,0.004743632,0.0116171,0.0304242,0.008608969,0.02218048,0.01477616],"category_scores_gemma":[0.6061193,0.002618302,0.002836409,0.006767475,0.02410617,0.03847603,0.01718633,0.01626766,0.002093169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662034,"about_ca_system_score_gemma":0.07616112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121467,"about_ca_topic_score_gemma":0.0153346,"domain_scores_codex":[0.3611145,0.5903932,0.02299461,0.004625452,0.01431769,0.006554462],"domain_scores_gemma":[0.1596273,0.789616,0.00943099,0.01368209,0.02180792,0.005835626],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001768622,0.001920816,0.01459195,0.0236215,0.0003203001,0.005353904,0.1400134,0.003770713,0.001283828,0.2415572,0.1365912,0.4292064],"study_design_scores_gemma":[0.002344779,0.00216192,0.01396992,0.05028071,0.0004582099,0.003787211,0.2255477,0.008194778,0.003107136,0.4132713,0.276277,0.0005994148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01143894,0.009838733,0.01654307,0.9406137,0.003750848,0.002129809,0.00009245313,0.0001926883,0.01539985],"genre_scores_gemma":[0.499255,0.02320626,0.1857017,0.2586889,0.008249583,0.01938631,0.0004100824,0.0003601436,0.004741872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4731846,"threshold_uncertainty_score":0.5835209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2525063586466565,"score_gpt":0.4347280500619213,"score_spread":0.1822216914152648,"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."}}