{"id":"W2921090841","doi":"10.5206/uwomj.v84i2.4272","title":"Multimorbidity in family medicine clerkship","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Curriculum; Family medicine; Inclusion (mineral); Population; Clinical clerkship; Medical school; Medical education; Psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005647162,0.0001264647,0.0003784258,0.0002406491,0.00005204757,0.000005280546,0.0002943112,0.0001146446,0.008039666],"category_scores_gemma":[0.0001594204,0.00008861472,0.0001031013,0.000106014,0.0004565862,0.0001874263,0.0001124468,0.0004012952,0.00004294247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006832944,"about_ca_system_score_gemma":0.000977234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01660892,"about_ca_topic_score_gemma":0.0773095,"domain_scores_codex":[0.9982824,0.00006742257,0.0002900197,0.000186963,0.000904476,0.0002687693],"domain_scores_gemma":[0.9989485,0.000108919,0.0001461634,0.000197458,0.00008741773,0.0005115613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008150979,0.0003954678,0.9489699,0.00007684468,0.0001565473,0.005220335,0.001478256,0.000001547631,0.0003775513,0.0002454479,0.00859383,0.03366918],"study_design_scores_gemma":[0.01007618,0.0003184974,0.9440237,0.00165885,0.0001142732,0.0001840463,0.001043338,0.00001220302,0.000007292684,0.0001990161,0.04225931,0.0001032854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728978,0.00008288638,0.001947325,0.0106072,0.0002421568,0.0001218211,0.000001995373,0.00002238606,0.01407639],"genre_scores_gemma":[0.9937032,0.0003468771,0.0001901234,0.0003915589,0.000176427,6.222992e-8,0.000003568707,0.000007774602,0.005180413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06070058,"threshold_uncertainty_score":0.9928671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06919484355325324,"score_gpt":0.2983567211160513,"score_spread":0.229161877562798,"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."}}