{"id":"W2953451576","doi":"10.1002/ejhf.1535","title":"Insulin Treatment and Clinical Outcomes in Patients with Diabetes and Heart Failure with Preserved Ejection Fraction","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Western University","funders":"British Heart Foundation","keywords":"Medicine; Heart failure; Ejection fraction; Diabetes mellitus; Internal medicine; Cardiology; Insulin; 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":[0.001043302,0.0003248258,0.000505712,0.0006297652,0.0002969271,0.0008328291,0.0003109975,0.0005960881,0.001460421],"category_scores_gemma":[0.002477458,0.0002059819,0.001008906,0.001192114,0.0002210445,0.0004082966,0.0004503645,0.001031021,0.0001843791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275423,"about_ca_system_score_gemma":0.0002102067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704363,"about_ca_topic_score_gemma":0.001858137,"domain_scores_codex":[0.9993733,0.0002332003,0.00008726584,0.0001147637,0.00009773581,0.00009386575],"domain_scores_gemma":[0.9977021,0.0004432845,0.001287542,0.0001217384,0.0001113416,0.0003340667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006344429,0.00006187972,0.9974182,0.00002354408,0.000273319,0.00005110438,0.00001293702,0.00004880992,0.00005936925,0.00001223622,0.00008660751,0.001317586],"study_design_scores_gemma":[0.00005306717,0.0001597514,0.999106,0.00001423581,0.0001333755,0.0001519237,0.00003072435,0.000182626,0.00002055028,0.00003172014,0.0001118385,0.000004149547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951842,0.003161474,0.000123291,0.0001778468,0.00003949647,0.000009603116,0.0004894734,0.000007042923,0.0008075256],"genre_scores_gemma":[0.9987683,0.0004030359,0.00007744158,0.00008019703,0.00004817991,0.000008744083,0.000501162,0.000001520842,0.0001113422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001704363,"threshold_uncertainty_score":0.005517602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026246056422389,"score_gpt":0.2398076371475548,"score_spread":0.2295451765833309,"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."}}