{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007013832,0.0002301733,0.0002232552,0.001308517,0.0003718726,0.0005535131,0.0005142446,0.0003173811,0.001361936],"category_scores_gemma":[0.002239362,0.0001790165,0.0004520982,0.001627252,0.0002517464,0.0006722596,0.0008481931,0.0007770205,0.000241004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007277938,"about_ca_system_score_gemma":0.0007463216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0230986,"about_ca_topic_score_gemma":0.03186296,"domain_scores_codex":[0.9994423,0.00006595276,0.0001128832,0.0001146804,0.0001573276,0.0001069661],"domain_scores_gemma":[0.9981076,0.0001299329,0.001151227,0.0000595671,0.0002977693,0.0002538125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000356425,0.00002500775,0.9984231,0.00001525415,0.00002381698,0.00001240624,0.00003224995,0.00003292405,0.00002336086,0.00002216477,0.0005194573,0.0008347066],"study_design_scores_gemma":[0.000003827986,0.00002238598,0.9994867,0.00001078159,0.00001105156,0.00004315015,0.0000716111,0.0001018456,0.00001523249,0.000009893434,0.0002214959,0.000001998396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813632,0.0008289938,0.0001556966,0.0002292724,0.00002422899,0.0000429477,0.01612704,0.00001546005,0.001213236],"genre_scores_gemma":[0.9867944,0.0005103064,0.0002077827,0.0001207262,0.00005439335,0.00005465396,0.01184884,0.000004409605,0.0004045325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230986,"threshold_uncertainty_score":0.0459283,"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."}}