{"id":"W2094524041","doi":"10.1038/nrendo.2013.185","title":"Clinical inertia—a barrier to effective management of T2DM","year":2013,"lang":"en","type":"review","venue":"Nature Reviews Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Intensive care medicine; Diabetes mellitus; Primary care; Type 2 Diabetes Mellitus; Family medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005030703,0.0008200041,0.006640043,0.0005160909,0.00003212553,0.00001140716,0.0004774813,0.0007984797,0.0003816931],"category_scores_gemma":[0.0002289188,0.0005169481,0.001934083,0.0006127472,0.0001139612,0.00004345644,0.0005766499,0.001452285,0.002516022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965645,"about_ca_system_score_gemma":0.00005745268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004454578,"about_ca_topic_score_gemma":0.000001303294,"domain_scores_codex":[0.9953968,0.0006404578,0.001933152,0.001022273,0.000288914,0.0007183862],"domain_scores_gemma":[0.9971256,0.0002843852,0.0007316502,0.001418092,0.0001206476,0.0003196832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001370796,0.0002532111,0.00004526986,0.05584671,0.002545892,0.0001767868,0.000004602578,1.208287e-8,1.242953e-7,0.002071312,0.03513293,0.9039094],"study_design_scores_gemma":[0.0007629963,0.0006936566,0.000138116,0.02702388,0.009710159,0.00004898395,0.000003635696,1.038286e-7,0.000002075645,0.00002263811,0.9612609,0.0003328914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006965011,0.9644369,0.00001863091,0.000145414,0.001175168,0.01450509,0.00001731271,0.00006962817,0.01962484],"genre_scores_gemma":[0.000004426694,0.9820588,0.004340733,0.0009794532,0.0003437137,0.003806037,0.0001665127,0.00008463637,0.008215678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9261279,"threshold_uncertainty_score":0.9997282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980846245712591,"score_gpt":0.4300972199359014,"score_spread":0.3802887574787756,"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."}}