{"id":"W2097627618","doi":"10.1080/01421590701754144","title":"Comparing academic performance of medical students in distributed learning sites: the McMaster experience","year":2008,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medical education; Context (archaeology); Clinical clerkship; Objective structured clinical examination; Test (biology); Academic year; Cohort; Psychology; Medicine; Intervention (counseling); Curriculum; Nursing; Mathematics education; Pedagogy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001071894,0.0003368828,0.0003404477,0.001085438,0.002197104,0.00116519,0.0007721077,0.0004947485,0.004793008],"category_scores_gemma":[0.003836316,0.0003249953,0.000231074,0.0009722938,0.0009841574,0.0005656568,0.002612677,0.0007046584,0.0007600728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007597219,"about_ca_system_score_gemma":0.007850531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2710077,"about_ca_topic_score_gemma":0.6830276,"domain_scores_codex":[0.998765,0.0001930604,0.00005499294,0.0001209047,0.0004143687,0.0004517408],"domain_scores_gemma":[0.994962,0.0003132882,0.0004080283,0.0001438263,0.0009898515,0.003183038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009704686,0.001693379,0.8580021,0.0001792098,0.00005647472,0.0009042007,0.03980301,0.0002225229,0.003778157,0.00009574214,0.005787047,0.08850776],"study_design_scores_gemma":[0.00006438632,0.001501471,0.9653134,0.00004998875,0.00002505493,0.0002979704,0.02506057,0.0001507304,0.001429412,0.00004792594,0.006016488,0.00004273685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998168,0.00009889928,0.00003654195,0.0002446457,0.000007583249,0.00003303848,0.0000889186,0.00001019256,0.001312258],"genre_scores_gemma":[0.9973448,0.0001060593,0.0001323608,0.0001014686,0.000008437656,0.00001347254,0.00009178361,0.000005355961,0.002196318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710077,"threshold_uncertainty_score":0.5388604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287099569434308,"score_gpt":0.4780823156358335,"score_spread":0.3493723586924027,"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."}}