{"id":"W2128395515","doi":"10.1002/chp.1340230504","title":"Health systems research training enhances workplace research skills: A qualitative evaluation","year":2003,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Nonprobability sampling; Thematic analysis; Medical education; Qualitative research; Data collection; Psychology; Experiential learning; Life skills; Nursing; Medicine; Pedagogy; Sociology; Population","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":[],"category_scores_codex":[0.1013728,0.0009230544,0.001070159,0.002103993,0.004195539,0.002435414,0.002020096,0.001522321,0.006329267],"category_scores_gemma":[0.08259236,0.0006819444,0.001143116,0.002757162,0.003022731,0.001710776,0.004069873,0.001142735,0.0006275639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036956,"about_ca_system_score_gemma":0.02021337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044246,"about_ca_topic_score_gemma":0.009860176,"domain_scores_codex":[0.9386808,0.05054289,0.002547086,0.00113527,0.004521027,0.002572985],"domain_scores_gemma":[0.8837929,0.08679862,0.005181991,0.003627818,0.0175979,0.003000797],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003381233,0.01417411,0.01694074,0.02175676,0.0002015397,0.001623818,0.450981,0.001717372,0.009885493,0.004569881,0.006385632,0.4683824],"study_design_scores_gemma":[0.005949729,0.05554094,0.05887327,0.03230929,0.001118027,0.001293489,0.7133071,0.002705302,0.02444168,0.005669237,0.09839161,0.0004003677],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909814,0.001673597,0.01679354,0.0027022,0.0002563796,0.06803308,0.001767392,0.0001699836,0.01762235],"genre_scores_gemma":[0.8455729,0.003153625,0.05751552,0.001633251,0.00009012361,0.0868255,0.0005039964,0.00007754033,0.004627554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8986272,"threshold_uncertainty_score":0.5361172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.523230732719476,"score_gpt":0.7002587646197478,"score_spread":0.1770280319002718,"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."}}