{"id":"W2061399858","doi":"10.1002/chp.20020","title":"Multisource feedback systems for quality improvement in the health professions: Assessing occupational therapists in practice","year":2009,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Society of Occupational Therapists; University of Calgary","funders":"","keywords":"Cronbach's alpha; Reliability (semiconductor); Scale (ratio); Variance (accounting); Sample (material); Health professionals; Psychology; Applied psychology; Quality (philosophy); Medicine; Medical education; Clinical psychology; Nursing; Psychometrics; Health care","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04736969,0.0002521449,0.0006606485,0.0006804101,0.001437371,0.0001074957,0.0007713608,0.000243126,0.00001863194],"category_scores_gemma":[0.005643453,0.0001456448,0.0001239076,0.001068858,0.0000516351,0.00108368,0.00004132143,0.003303676,0.000007660958],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268463,"about_ca_system_score_gemma":0.01118557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249179,"about_ca_topic_score_gemma":0.0004676238,"domain_scores_codex":[0.9760678,0.01801039,0.003435836,0.0003193379,0.001245798,0.0009207689],"domain_scores_gemma":[0.9784428,0.01513685,0.004523192,0.0005161713,0.001202345,0.0001786046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004652923,0.01031705,0.1154405,0.002301374,0.00006782006,0.000008051663,0.508424,0.0002879908,0.000358973,0.02299878,0.06250864,0.2726339],"study_design_scores_gemma":[0.002987235,0.0006984959,0.4656235,0.006765693,0.000009740641,0.00001816914,0.494666,0.0002007236,0.000001188239,0.002077311,0.02678947,0.0001623865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5741206,0.007370782,0.002214786,0.40234,0.003617593,0.009699158,0.00002150376,0.00002060099,0.0005950102],"genre_scores_gemma":[0.9641707,0.001751792,0.003012755,0.02853005,0.001050377,0.0007170738,0.00003939436,0.00002757483,0.0007003054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3900501,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658031679520411,"score_gpt":0.5959237347300603,"score_spread":0.4301205667780192,"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."}}