{"id":"W2038943412","doi":"10.1186/1472-6920-14-158","title":"Using core competencies to build an evaluative framework: outcome assessment of the University of Guelph Master of Public Health program","year":2014,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Curriculum; Medical education; Core competency; Public health; Descriptive statistics; Psychology; Medicine; Nursing; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005478679,0.00009851601,0.0003588494,0.000136617,0.0003600768,0.000003539372,0.0004042643,0.0001915527,0.0006510013],"category_scores_gemma":[0.005183786,0.00007512656,0.00006011624,0.0005342707,0.0002120371,0.0001126363,0.0001367114,0.0004013722,0.000003995375],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466392,"about_ca_system_score_gemma":0.02338995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00560614,"about_ca_topic_score_gemma":0.001418267,"domain_scores_codex":[0.9958593,0.001997377,0.0007908259,0.0001875971,0.0007633666,0.0004014936],"domain_scores_gemma":[0.9963861,0.0008446859,0.0008900209,0.0005077858,0.0007898821,0.0005815214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001070296,0.001144396,0.8806362,0.00168684,0.00001307462,6.379252e-9,0.02880588,0.00002767381,0.00003288285,0.0436728,0.00313334,0.04083619],"study_design_scores_gemma":[0.000255416,0.00024244,0.935403,0.0007331975,0.00001421323,3.597781e-7,0.03501239,0.008700959,0.000001200093,0.0006722179,0.01889714,0.00006750527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361513,0.00002471083,0.03424379,0.02512151,0.001772137,0.001790861,0.00001236177,0.00002105564,0.0008623298],"genre_scores_gemma":[0.9333583,0.00001024322,0.0623947,0.003757759,0.0002705004,0.00003386066,0.00002614766,0.00001025698,0.0001382279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05476674,"threshold_uncertainty_score":0.9821465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4155547003849809,"score_gpt":0.5888477802104047,"score_spread":0.1732930798254238,"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."}}