{"id":"W2373270107","doi":"10.1161/circoutcomes.116.002653","title":"Incidence and Early Outcomes of Heart Failure in Commercially Insured and Medicare Advantage Patients, 2006 to 2014","year":2016,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Family medicine; Gerontology","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":[],"consensus_categories":[],"category_scores_codex":[0.000951955,0.0001766886,0.001208012,0.0001550789,0.00007497425,0.00001345223,0.00004208251,0.000123149,0.000006753143],"category_scores_gemma":[0.0006079347,0.0001172948,0.0002116368,0.0001091063,0.0001476887,0.0001539784,0.0001123188,0.00009246706,0.000002404051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001112095,"about_ca_system_score_gemma":0.00002414064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370698,"about_ca_topic_score_gemma":0.0001882131,"domain_scores_codex":[0.9982731,0.000226595,0.0004839525,0.0003428136,0.0005002016,0.0001732843],"domain_scores_gemma":[0.9988421,0.0003554923,0.00007836529,0.0003564302,0.0002174364,0.0001501575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003261858,0.00003600422,0.9904998,0.0001326652,0.000636443,0.000003890322,0.0006033709,0.000001054981,0.000175685,0.0001275464,0.0002909617,0.007459941],"study_design_scores_gemma":[0.002821676,0.00004871877,0.990771,0.0001272063,0.0004160333,0.00000680308,0.000266637,5.703839e-7,0.00004540348,0.00008922988,0.005250644,0.0001560716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841758,0.007519763,0.0002340117,0.007460838,0.00006607331,0.0004551121,0.00003306301,0.00002231174,0.0000330403],"genre_scores_gemma":[0.9974922,0.000314616,0.0003776944,0.001741062,0.00002332132,0.00001347284,0.000005170132,0.0000120386,0.00002040635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331643,"threshold_uncertainty_score":0.4783141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738949441274697,"score_gpt":0.297818121106855,"score_spread":0.270428626694108,"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."}}