{"id":"W7074097354","doi":"","title":"Affordances of knowledge translation in medical education: a qualitative exploration of empirical knowledge use among medical educators.","year":2015,"lang":"en","type":"article","venue":"Research Repository (Kingston University London)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordance; Empirical research; Thematic analysis; Empirical evidence; Knowledge translation; Qualitative research; Nonprobability sampling; Knowledge acquisition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005286606,0.0001701761,0.0004846756,0.001588518,0.0001454035,0.00001709752,0.0004005601,0.0004434074,0.00008633044],"category_scores_gemma":[0.009934199,0.0001742839,0.000107631,0.003142222,0.001526981,0.001009458,0.000114983,0.0009991218,0.00001299854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009869051,"about_ca_system_score_gemma":0.01417626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046274,"about_ca_topic_score_gemma":0.0005588898,"domain_scores_codex":[0.9945037,0.001601271,0.0007627514,0.0004352011,0.002338472,0.0003586214],"domain_scores_gemma":[0.994555,0.00110436,0.0002610031,0.0004402664,0.003085275,0.0005540982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00297256,0.01745969,0.3014416,0.002381347,0.0002921444,0.0002206871,0.4857166,0.00001348094,0.0011047,0.04031797,0.04999155,0.09808767],"study_design_scores_gemma":[0.01724107,0.00387127,0.1858483,0.01285133,0.0003270749,0.0003442743,0.6024174,0.01531194,0.01867381,0.002815022,0.1389302,0.001368284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800214,0.000572426,0.0008295169,0.002702398,0.0006284259,0.0006156144,0.000001588989,0.00003498887,0.01459368],"genre_scores_gemma":[0.9959692,0.0001061757,0.001633044,0.00004178894,0.0002771981,0.00001555587,0.00005926995,0.00001947581,0.001878262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167008,"threshold_uncertainty_score":0.9984055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2201720317742556,"score_gpt":0.4847417561995495,"score_spread":0.2645697244252939,"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."}}