{"id":"W2017593112","doi":"10.1080/10401334.2010.488205","title":"Is Undergraduate Performance Predictive of Postgraduate Performance?","year":2010,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medical education; Psychology; 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":[0.002469735,0.0002494862,0.0003649828,0.0007151486,0.000332728,0.0008428961,0.0003543563,0.0005507966,0.002628593],"category_scores_gemma":[0.01668232,0.0001351601,0.0001926019,0.0007489061,0.0008228096,0.0004892689,0.0006145824,0.0007901629,0.0003989306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500424,"about_ca_system_score_gemma":0.0006967636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725145,"about_ca_topic_score_gemma":0.002084219,"domain_scores_codex":[0.9989981,0.000362287,0.00009413221,0.0001323434,0.0002394765,0.0001736883],"domain_scores_gemma":[0.9861304,0.005988542,0.003295499,0.0003649853,0.001194824,0.003025752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002622513,0.00002472487,0.9966719,0.000008935227,0.0000114533,0.00001926908,0.00005825439,0.00004092931,0.00005558609,0.00002393342,0.0001176571,0.002941101],"study_design_scores_gemma":[0.000001563451,0.00009536434,0.999124,0.0000134847,0.00001002694,0.0000914249,0.0001169202,0.0002532915,0.00006988211,0.00007061414,0.0001512549,0.000002166145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968778,0.0005039969,0.0001890823,0.0005667911,0.0000209903,0.000005806376,0.00010113,0.000007736798,0.001726549],"genre_scores_gemma":[0.9996775,0.0000918426,0.00005033889,0.00002502265,0.00002306477,0.000001558443,0.00007406433,0.000001134669,0.00005544285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725145,"threshold_uncertainty_score":0.01306134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036399202810437,"score_gpt":0.3260825041185901,"score_spread":0.3057185120904857,"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."}}