{"id":"W2534560955","doi":"10.22374/cjgim.v11i3.148","title":"An Ambulatory Clinical Teaching Unit: Filling the Outpatient Gap in Internal Medicine Residency Training","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Subspecialty; Ambulatory; Core competency; Curriculum; Multidisciplinary approach; Ambulatory care; Medical education; Family medicine; Internal medicine; Psychology; Health care; Management; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009254895,0.0002770118,0.0009178668,0.0007736246,0.0005150319,0.000009723207,0.0009918528,0.0002489289,0.002045487],"category_scores_gemma":[0.004104111,0.0001342802,0.000137694,0.0001662214,0.0005196537,0.0003202081,0.00004793254,0.002978537,0.00002481088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144432,"about_ca_system_score_gemma":0.005146419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07442275,"about_ca_topic_score_gemma":0.1742316,"domain_scores_codex":[0.99309,0.002218021,0.002957005,0.0002840254,0.0005433944,0.0009076102],"domain_scores_gemma":[0.9942201,0.002067092,0.00118375,0.0004192361,0.0004372648,0.00167253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003541756,0.00002495117,0.7178456,0.00006665523,0.0001029359,0.0009339854,0.02598393,0.00001162987,0.0005402003,0.004388324,0.1671526,0.08259509],"study_design_scores_gemma":[0.008860245,0.005164295,0.6659904,0.01363264,0.0001502748,0.0004241359,0.02141606,0.0001842798,0.00001506812,0.00655666,0.2771416,0.0004644214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338986,0.002347999,0.001432524,0.1297268,0.01127092,0.0003377619,0.00001456247,0.00001659834,0.02095429],"genre_scores_gemma":[0.9492566,0.0003405796,0.0003156371,0.03674703,0.009688668,0.000007013555,0.000003520311,0.00004102179,0.00359993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115358,"threshold_uncertainty_score":0.9993216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2317492681020291,"score_gpt":0.4986439780113067,"score_spread":0.2668947099092775,"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."}}