{"id":"W2510517619","doi":"10.22374/cjgim.v7i4.122","title":"General Internal Medicine Subspecialty Training Update","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Specialty; Medicine; Training (meteorology); Medical education; Family medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003307635,0.0005700692,0.0005853393,0.003238895,0.0007929553,0.001517517,0.001442529,0.003209258,0.02238926],"category_scores_gemma":[0.01224118,0.0002563445,0.0005703801,0.00331639,0.0003921351,0.001342643,0.001179071,0.002979099,0.007571155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004829662,"about_ca_system_score_gemma":0.01242987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07796215,"about_ca_topic_score_gemma":0.2696211,"domain_scores_codex":[0.9980318,0.0001529849,0.0001836726,0.0001067679,0.001266564,0.0002580885],"domain_scores_gemma":[0.9801189,0.00137817,0.0008355906,0.0002924782,0.01442458,0.002950271],"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":[0.00002375882,0.00006895902,0.001615863,0.00044748,0.000007576804,0.0002570209,0.00005774112,0.0001115438,0.0001161326,0.0004119689,0.8717346,0.1251473],"study_design_scores_gemma":[0.00001364905,0.00003174435,0.01447656,0.001151385,0.00001500704,0.0006938453,0.00008257024,0.00006532679,0.00005789515,0.0001242568,0.9832776,0.00001024815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01315855,0.160926,0.002617463,0.3890053,0.1239221,0.0006240022,0.009615671,0.001660454,0.2984705],"genre_scores_gemma":[0.06649642,0.3630875,0.0117518,0.1725539,0.0899739,0.0005087836,0.0319365,0.0003964474,0.2632948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07796215,"threshold_uncertainty_score":0.1550167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106376862600671,"score_gpt":0.4268624501811046,"score_spread":0.3162247639210375,"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."}}