{"id":"W2005470917","doi":"10.1038/ctg.2015.6","title":"Gastroenterology Fellowship Programs: The Fellows' Perspective","year":2015,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perspective (graphical); Gastroenterology; Internal medicine; Medical education; Medical physics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008778017,0.0004368478,0.0005072469,0.001398122,0.002560031,0.005640705,0.00154098,0.007152196,0.008506532],"category_scores_gemma":[0.02251043,0.0003091732,0.0004680576,0.001248174,0.002726556,0.005921642,0.004488323,0.006798575,0.001235822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005200551,"about_ca_system_score_gemma":0.01437326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009141323,"about_ca_topic_score_gemma":0.03239124,"domain_scores_codex":[0.9945531,0.001951147,0.0002943157,0.0004401373,0.001323918,0.001437315],"domain_scores_gemma":[0.9583783,0.004045678,0.002138312,0.0002729465,0.004891079,0.03027369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001644732,0.0005471992,0.0484538,0.001313083,0.00009981298,0.002373586,0.004441917,0.000664978,0.0004676166,0.05557814,0.5722973,0.3135981],"study_design_scores_gemma":[0.000123239,0.001142807,0.06381551,0.008643584,0.00008999746,0.005415794,0.0292812,0.000610908,0.000300015,0.01748166,0.8729637,0.0001315334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01417585,0.03339283,0.0004156405,0.931329,0.006469456,0.00001328855,0.00009207639,0.00001942329,0.01409248],"genre_scores_gemma":[0.4053148,0.1880824,0.001994054,0.3473992,0.04279077,0.00007080702,0.0002733106,0.00008121557,0.01399351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009141323,"threshold_uncertainty_score":0.04642314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08356829564364972,"score_gpt":0.3526423256369599,"score_spread":0.2690740299933101,"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."}}