{"id":"W4389628998","doi":"10.36834/cmej.76866","title":"A student-led clerkship primer: a near-peer orientation to clerkship","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Primer (cosmetics); Computer science; Orientation (vector space); Medical education; Mathematics education; Psychology; Medicine; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004683941,0.000484692,0.0003225017,0.0004278645,0.003048683,0.002029866,0.002373176,0.00159006,0.01196276],"category_scores_gemma":[0.006116821,0.0005740596,0.0004785061,0.0002436906,0.00135173,0.001604419,0.0062481,0.003134698,0.003570258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118025,"about_ca_system_score_gemma":0.005903626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000376087,"about_ca_topic_score_gemma":0.00265286,"domain_scores_codex":[0.997075,0.001384804,0.000101112,0.0004625983,0.0004384534,0.0005379582],"domain_scores_gemma":[0.9812422,0.00155551,0.0007665387,0.0006509033,0.000643052,0.01514192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00134509,0.05144583,0.05133159,0.001126503,0.00006969344,0.005080233,0.08505947,0.001022043,0.04123713,0.005558672,0.08530094,0.6714228],"study_design_scores_gemma":[0.003159378,0.04231189,0.1570854,0.0008659209,0.000212387,0.0116522,0.1068743,0.007076208,0.03391328,0.007047108,0.6290039,0.0007980285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9417933,0.0001676218,0.02403082,0.003911058,0.0009211148,0.004569406,0.0002762433,0.001561816,0.02276873],"genre_scores_gemma":[0.8523088,0.0002915774,0.1068977,0.003824928,0.0003845961,0.005666273,0.0004526739,0.0002964303,0.02987704],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01196276,"threshold_uncertainty_score":0.04001945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327319726622925,"score_gpt":0.4145341059792222,"score_spread":0.3712609087129929,"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."}}