{"id":"W1997177573","doi":"10.3402/meo.v19.25181","title":"What information is provided in transcripts and Medical Student Performance Records from Canadian Medical Schools? A retrospective cohort study","year":2014,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Medical Education and Admissions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Documentation; Standardization; Inclusion (mineral); Medical education; Retrospective cohort study; Medicine; Limiting; Medical record; Quality (philosophy); Family medicine; Cohort; Psychology; Actuarial science; Computer science; Pathology; Business; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0122596,0.0004450215,0.0006764766,0.00801693,0.00365194,0.00307046,0.001524667,0.0007601061,0.001943855],"category_scores_gemma":[0.04415437,0.0006995408,0.0006007737,0.01179704,0.002420882,0.001277038,0.002506565,0.0009040806,0.0004682591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402505,"about_ca_system_score_gemma":0.02243817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.782718,"about_ca_topic_score_gemma":0.8313102,"domain_scores_codex":[0.9828174,0.002967657,0.001952323,0.002134322,0.007124381,0.003003911],"domain_scores_gemma":[0.9573476,0.006615049,0.01685989,0.002538797,0.01422685,0.002411825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008165453,0.00002804194,0.9837891,0.00009944328,0.0000281789,0.0001578681,0.01082141,0.00001197049,0.0002191683,0.00007639968,0.0005228794,0.004163909],"study_design_scores_gemma":[0.000003719519,0.00005777997,0.9893708,0.00008010562,0.00002193361,0.0001533917,0.008883012,0.00005551846,0.00009451721,0.00001818863,0.0012388,0.0000221732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946476,0.0004703939,0.0002900426,0.0003349902,0.00001818695,0.0001712432,0.002870004,0.00001136657,0.00118625],"genre_scores_gemma":[0.996988,0.0004139302,0.0003323004,0.0001438756,0.00001515885,0.0001420128,0.001502774,0.0000128207,0.0004491304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.217282,"threshold_uncertainty_score":0.4371232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009974087848997048,"score_gpt":0.3432883726797546,"score_spread":0.3333142848307575,"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."}}