{"id":"W4323034396","doi":"10.1016/s0735-1097(23)01095-1","title":"30-DAY AND 1-YEAR MORTALITY IN A 4-YEAR POPULATION-BASED COHORT: ASSOCIATIONS WITH NATRIURETIC PEPTIDE TYPE AND PREVIOUS HEART FAILURE DIAGNOSIS","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network","funders":"","keywords":"Medicine; Natriuretic peptide; Cohort; Heart failure; Internal medicine; Population; Cardiology; Environmental health","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":[0.000815479,0.0005907619,0.000742764,0.0008463089,0.0009680078,0.001207835,0.000803981,0.001208591,0.002395817],"category_scores_gemma":[0.00198569,0.0008352009,0.001559732,0.001005594,0.0004998332,0.001100584,0.0009324129,0.001802678,0.0004476795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937895,"about_ca_system_score_gemma":0.000627206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390422,"about_ca_topic_score_gemma":0.0114188,"domain_scores_codex":[0.9993334,0.0001611438,0.00005154257,0.0002260234,0.0000855438,0.0001422429],"domain_scores_gemma":[0.9987311,0.000186793,0.0003449789,0.0001812851,0.0001332531,0.0004225855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003914067,0.0001010545,0.9983999,0.000004316059,0.0001961885,0.00009965809,0.00004582469,0.00003909238,0.0003337378,0.00001284567,0.00007924602,0.0002967363],"study_design_scores_gemma":[0.00001514349,0.0001168593,0.9992077,0.000001839053,0.00006490951,0.0001531546,0.0001421827,0.0002019142,0.00002262537,0.00001856637,0.00004996693,0.000005187052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992406,0.0000857635,0.00006549055,0.00004163829,0.00001157384,0.000004496022,0.0003430563,0.000003949477,0.0002034302],"genre_scores_gemma":[0.9989654,0.00006959941,0.00006277064,0.00003324884,0.00002342069,0.000008104093,0.0005258509,0.000003156738,0.0003084216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390422,"threshold_uncertainty_score":0.02764654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467989945677564,"score_gpt":0.3341612703779474,"score_spread":0.3094813709211717,"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."}}