{"id":"W2621144555","doi":"10.1007/s40037-017-0362-0","title":"Re-positioning faculty development as knowledge mobilization for health professions education","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Women's College Hospital; University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Knowledge translation; Professional development; Knowledge management; Assertion; Medical education; Socialization; Psychology; Engineering ethics; Public relations; Sociology; Political science; Medicine; Computer science; Engineering; Social psychology","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001403526,0.0002782014,0.0003607231,0.0004380457,0.002131891,0.0001251604,0.0003640947,0.0003079774,0.000777774],"category_scores_gemma":[0.0183125,0.0002562146,0.00009908521,0.0003587979,0.0002882135,0.0003202856,0.00006304806,0.000597979,0.0002568359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898646,"about_ca_system_score_gemma":0.0194513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124913,"about_ca_topic_score_gemma":0.00009348695,"domain_scores_codex":[0.9971402,0.0001179041,0.0007040282,0.0007171708,0.0009066939,0.0004139514],"domain_scores_gemma":[0.9962667,0.0001068509,0.0006039357,0.0009134767,0.001690559,0.0004184343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001971322,0.01019259,0.004164568,0.0006269454,0.0000969863,3.323233e-7,0.08162417,0.000002331459,0.0001123545,0.04680656,0.1562672,0.6999089],"study_design_scores_gemma":[0.003734994,0.001064574,0.1661163,0.008391783,0.0001869643,0.00006888275,0.2722229,0.0009261629,0.001144264,0.006421431,0.5386633,0.001058476],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5576173,0.001948477,0.06059276,0.2864913,0.01084166,0.007460548,0.00001617579,0.0005147017,0.07451705],"genre_scores_gemma":[0.9255743,0.0001888036,0.04693357,0.007972846,0.002245236,0.002360619,0.002277908,0.00007577574,0.01237092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988504,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504253540879492,"score_gpt":0.4902281223313142,"score_spread":0.4351855869225193,"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."}}