{"id":"W2886392580","doi":"10.1016/j.jchf.2018.05.020","title":"Antihyperglycemic Therapies to Treat Patients With Heart Failure and Diabetes Mellitus","year":2018,"lang":"nl","type":"review","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health; European Commission; ResMed; Luitpold Pharmaceuticals; Bayer Fund; HeartWare; Novartis; GlaxoSmithKline; Merck; AstraZeneca; Bristol-Myers Squibb; Boehringer Ingelheim; Amgen; Janssen Pharmaceuticals; Gilead Sciences","keywords":"Medicine; Diabetes mellitus; Heart failure; Glycemic; Intensive care medicine; Clinical trial; Disease; Harm; Randomized controlled trial; Internal 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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004136403,0.001842225,0.003908988,0.0006747589,0.0004287885,0.0003722171,0.0003781884,0.000721698,0.00151851],"category_scores_gemma":[0.00008293446,0.00123741,0.00059906,0.0009689868,0.000386851,0.0003701415,0.000380487,0.000653084,0.005749891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129842,"about_ca_system_score_gemma":0.0002440867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005860716,"about_ca_topic_score_gemma":0.00005507318,"domain_scores_codex":[0.9939172,0.0003419758,0.001040627,0.001912452,0.001036577,0.001751123],"domain_scores_gemma":[0.9963601,0.0003078694,0.0003272429,0.001612118,0.0003984854,0.0009941681],"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":[0.0002739036,0.001307474,0.2330163,0.01798696,0.00273869,0.00002580691,0.000433668,4.063622e-7,0.00002983845,0.00005661699,0.6836172,0.06051318],"study_design_scores_gemma":[0.003690114,0.005188775,0.009073985,0.01561875,0.004107336,0.000007234082,0.0002301378,0.000001486983,0.00004260038,0.00001196711,0.960813,0.001214652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2351601,0.7436365,0.000003602874,0.01109245,0.0006194963,0.008252538,0.0003317312,0.0002853011,0.0006183452],"genre_scores_gemma":[0.05543819,0.8746169,0.0216538,0.009266389,0.00458313,0.002439736,0.003799495,0.001327391,0.02687496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2771958,"threshold_uncertainty_score":0.9994323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160205755232055,"score_gpt":0.2518180514144868,"score_spread":0.2402159938621663,"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."}}