{"id":"W2778751290","doi":"10.1177/2374289517747594","title":"Undergraduate Specialist Program in Pathobiology at the University of Toronto","year":2017,"lang":"en","type":"article","venue":"Academic Pathology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Curriculum; Class (philosophy); Clinical Practice; Medical school; Clinical science; Medicine; Undergraduate education; Population; Medical laboratory; Clinical biochemistry; Pathology; Disease; Psychology; Family medicine; Pedagogy; Computer science","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":[0.001261077,0.0008097987,0.0003565093,0.001364401,0.00325352,0.002592435,0.000966222,0.0007775783,0.05688838],"category_scores_gemma":[0.001599821,0.0003364766,0.0004419732,0.0005846908,0.002333263,0.0006465662,0.002197044,0.00124435,0.007879394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01362786,"about_ca_system_score_gemma":0.04208123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0795406,"about_ca_topic_score_gemma":0.2706037,"domain_scores_codex":[0.9993723,0.00009214034,0.00002452963,0.00009839758,0.0002002632,0.0002123891],"domain_scores_gemma":[0.9890472,0.0001877662,0.0002606341,0.0001944378,0.001091191,0.009218669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004830054,0.001426801,0.07124772,0.001223582,0.00004899119,0.002849585,0.01329857,0.00108481,0.01851179,0.01286461,0.5826361,0.2943245],"study_design_scores_gemma":[0.00005876698,0.000869697,0.1003843,0.0005048679,0.00003709293,0.00318198,0.006062348,0.001054426,0.003690096,0.002939777,0.8811628,0.00005396187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4312767,0.02157296,0.02648007,0.1161716,0.01326764,0.001210913,0.004434107,0.003301561,0.3822843],"genre_scores_gemma":[0.4829325,0.0133538,0.01785561,0.008366332,0.002319434,0.000374365,0.0012468,0.0002684287,0.4732827],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9863721,"threshold_uncertainty_score":0.1903106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853425290903716,"score_gpt":0.3780590722957938,"score_spread":0.3295248193867567,"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."}}