{"id":"W2946328941","doi":"10.1007/s40037-019-0511-8","title":"Development and psychometric evaluation of an instrument to measure knowledge, skills, and attitudes towards quality improvement in health professions education: The Beliefs, Attitudes, Skills, and Confidence in Quality Improvement (BASiC-QI) Scale","year":2019,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Impact","funders":"","keywords":"Rubric; Generalizability theory; Exploratory factor analysis; Medical education; Context (archaeology); Quality (philosophy); Scale (ratio); Psychology; Health care; Medicine; Convergent validity; Construct validity; Curriculum; Psychometrics; Applied psychology; Clinical psychology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.02429275,0.0004665586,0.0005591857,0.001667317,0.0004723184,0.0007477906,0.0009215047,0.0006703131,0.001858739],"category_scores_gemma":[0.02971138,0.0004883489,0.001216999,0.001261809,0.0007293299,0.0008515267,0.001711833,0.001183796,0.0005413041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007377501,"about_ca_system_score_gemma":0.004582217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255149,"about_ca_topic_score_gemma":0.001875186,"domain_scores_codex":[0.9902521,0.003414626,0.001418064,0.0003925177,0.004206304,0.0003163797],"domain_scores_gemma":[0.9805385,0.006941692,0.002314309,0.0009657623,0.008361106,0.0008786048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123803,0.006013515,0.6258502,0.0007898274,0.0003216591,0.0001468842,0.003850837,0.001701707,0.006900433,0.0008288617,0.004872334,0.3475999],"study_design_scores_gemma":[0.001043801,0.01164352,0.9616589,0.0007434763,0.0002250539,0.000496514,0.002201157,0.007376201,0.005403038,0.0006349666,0.00848945,0.00008393034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560816,0.0003890163,0.02319876,0.0005467701,0.000120472,0.01397486,0.001378853,0.0001758196,0.00413386],"genre_scores_gemma":[0.8587502,0.0007446346,0.1121395,0.0003939667,0.00005663036,0.02283937,0.00365684,0.0000553036,0.001363613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02429275,"threshold_uncertainty_score":0.1284739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08266425076298915,"score_gpt":0.4977764605150304,"score_spread":0.4151122097520412,"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."}}