{"id":"W3212040591","doi":"10.1016/j.jcjd.2021.09.073","title":"Combining Heart Failure and Diabetes Guidelines to Better Improve Chronic Disease Management","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Heart failure; Disease management; Intensive care medicine; Disease; Heart disease; Chronic disease; Diabetes management; Type 2 diabetes; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0317673,0.001274624,0.003238503,0.008657267,0.001935186,0.009519131,0.0022034,0.004295888,0.009220332],"category_scores_gemma":[0.0985265,0.0008725131,0.002849698,0.006138395,0.0007242868,0.007170877,0.00639534,0.009247633,0.002278789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006821822,"about_ca_system_score_gemma":0.03198608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05794438,"about_ca_topic_score_gemma":0.1471353,"domain_scores_codex":[0.9570211,0.02002072,0.00649892,0.001819819,0.01236338,0.00227605],"domain_scores_gemma":[0.8987468,0.02702273,0.01240186,0.003698528,0.0415083,0.01662173],"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":[0.0001188249,0.001946898,0.05049167,0.001769773,0.001170267,0.0003039117,0.001280198,0.001874653,0.0002331051,0.005388088,0.4637249,0.4716978],"study_design_scores_gemma":[0.001628461,0.0008931363,0.2432938,0.02081388,0.003417755,0.0007021788,0.004618365,0.006087539,0.0008111204,0.04133558,0.6757057,0.000692641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02012211,0.03447046,0.01472331,0.8224614,0.0158926,0.0009379961,0.003366219,0.001170625,0.08685519],"genre_scores_gemma":[0.3150535,0.08336987,0.195511,0.3306365,0.04358082,0.002424642,0.01277822,0.0008375599,0.01580795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05794438,"threshold_uncertainty_score":0.1680036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192200753332082,"score_gpt":0.2443882994668748,"score_spread":0.232466291933554,"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."}}