{"id":"W2963201941","doi":"","title":"Diabetes is associated with unique pathological mechanisms in heart failure.","year":2019,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Heart failure; Diabetes mellitus; Pathological; Cardiology; Internal medicine; MEDLINE; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079014,0.0002889142,0.0004328278,0.001610342,0.0006180074,0.002025813,0.0003346025,0.0004930597,0.002328791],"category_scores_gemma":[0.002226247,0.0001763988,0.0004386343,0.002261184,0.0004901572,0.0006983638,0.0009275604,0.0009896882,0.0004122604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402775,"about_ca_system_score_gemma":0.0008016878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133619,"about_ca_topic_score_gemma":0.001256812,"domain_scores_codex":[0.9989645,0.0003438785,0.000152817,0.0001795903,0.0002252528,0.0001339248],"domain_scores_gemma":[0.9974425,0.0004352915,0.001448631,0.0001965963,0.0001970272,0.0002799443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001686323,0.0004314127,0.8697363,0.0006757436,0.0004366217,0.003522628,0.0005964645,0.0002000777,0.009268192,0.005079681,0.00315777,0.1052087],"study_design_scores_gemma":[0.0000512729,0.0003273562,0.9662534,0.0003685384,0.0004117833,0.01259643,0.001135578,0.0005364851,0.001818798,0.006168594,0.0102797,0.00005209384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199488,0.0507668,0.004733009,0.00280455,0.0005523404,0.00008887532,0.002247838,0.0001332169,0.0187246],"genre_scores_gemma":[0.9830813,0.01200744,0.002023665,0.0003819395,0.0005089495,0.00003180846,0.0009853154,0.00001539223,0.0009641378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002328791,"threshold_uncertainty_score":0.007790565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075507576361701,"score_gpt":0.2247354340965339,"score_spread":0.2139803583329169,"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."}}