{"id":"W2076900326","doi":"10.1197/j.aem.2007.06.033","title":"Development of the Capacity Necessary to Perform and Promote Knowledge Translation Research in Emergency Medicine","year":2007,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Knowledge translation; Process (computing); Field (mathematics); Research development; Set (abstract data type); Translational research; Knowledge management; Computer science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01661286,0.000171855,0.0003407999,0.0004318048,0.0008389129,8.351335e-8,0.0006304221,0.0003651867,0.001441373],"category_scores_gemma":[0.001778615,0.0001122694,0.00002514751,0.001587419,0.0002198536,0.00006733996,0.0002236874,0.00274706,0.00002514994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187136,"about_ca_system_score_gemma":0.0002574188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206469,"about_ca_topic_score_gemma":0.003209996,"domain_scores_codex":[0.9946872,0.0009206304,0.002776591,0.0003214084,0.0006417195,0.0006524332],"domain_scores_gemma":[0.9975725,0.0006836465,0.0003868936,0.0005307882,0.0006038305,0.0002223724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185924,0.00004159979,0.4833735,0.001497857,0.00001592465,1.685778e-7,0.4717174,5.920485e-7,0.009325708,0.001918082,0.009077922,0.02291262],"study_design_scores_gemma":[0.00144562,0.0003971574,0.7383182,0.01162914,0.00003552604,0.000002402606,0.092438,0.0003966462,0.001034098,0.006087007,0.1478318,0.0003843804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412594,0.005959396,0.0001124818,0.0166735,0.002217195,0.001262631,0.000002015419,0.00002946939,0.03248387],"genre_scores_gemma":[0.9932122,0.004267955,0.0003414881,0.0001140056,0.0006179502,0.000141007,0.000008011061,0.0000222222,0.001275161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3792794,"threshold_uncertainty_score":0.9995536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4465373672578766,"score_gpt":0.5701605813880896,"score_spread":0.123623214130213,"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."}}