{"id":"W180162225","doi":"10.1155/2008/583190","title":"Gastroenterology Fellowship Training: Approaches to Curriculum Assessment and Evaluation","year":2008,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Accreditation; Medicine; Medical education; Curriculum development; Graduate medical education; Faculty development; Needs assessment; Identification (biology); Curriculum mapping; Professional development; Pedagogy; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3017324,0.001440477,0.002992112,0.01444098,0.004024278,0.01461809,0.004432835,0.003010578,0.004057142],"category_scores_gemma":[0.3314833,0.0009689416,0.001605824,0.01118255,0.009776012,0.00791295,0.00910696,0.003276517,0.0007585583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0276949,"about_ca_system_score_gemma":0.04735612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009552666,"about_ca_topic_score_gemma":0.01827219,"domain_scores_codex":[0.6261352,0.3253729,0.01341666,0.003012084,0.02976106,0.002301979],"domain_scores_gemma":[0.6990366,0.2002371,0.02229641,0.0101836,0.06214934,0.006096962],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002180975,0.0008611209,0.0150739,0.006570569,0.000268167,0.00008699045,0.0137432,0.002071769,0.0003370568,0.06447987,0.01215617,0.8841331],"study_design_scores_gemma":[0.0009841956,0.00376759,0.09677663,0.07288766,0.001141981,0.001277675,0.1227031,0.0546986,0.00467839,0.4285581,0.2115961,0.0009300345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.06031549,0.07162333,0.6548472,0.06271919,0.001752415,0.04118824,0.0008670827,0.0008392464,0.1058478],"genre_scores_gemma":[0.2489318,0.01239189,0.7029462,0.002194868,0.0002266996,0.02989134,0.0002513232,0.0001517818,0.003014041],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6982676,"threshold_uncertainty_score":0.8610883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092692819013495,"score_gpt":0.3872831305185033,"score_spread":0.1780138486171538,"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."}}