{"id":"W4290099933","doi":"10.1161/circheartfailure.121.009295","title":"Timing of Statistical Benefit of Mineralocorticoid Receptor Antagonists Among Patients With Heart Failure and Post-Myocardial Infarction","year":2022,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Heart failure; Myocardial infarction; Medicine; Library science; Mineralocorticoid receptor; Internal medicine; Aldosterone","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0001365877,0.0003061935,0.0008401643,0.0003518905,0.0001362765,0.00002236156,0.00004825736,0.0004643571,0.000937763],"category_scores_gemma":[0.000129412,0.0002757924,0.0001488125,0.0002646951,0.0002096825,0.0001514765,0.0000490819,0.0007721072,0.000006230056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204179,"about_ca_system_score_gemma":0.0001730598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002248145,"about_ca_topic_score_gemma":0.00002007963,"domain_scores_codex":[0.9974713,0.0001056576,0.0006501909,0.0004666119,0.001041477,0.0002647675],"domain_scores_gemma":[0.998288,0.0001424918,0.0003324251,0.000342884,0.0007599672,0.0001342442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004258803,0.0001306746,0.58769,0.0005707543,0.000227634,0.00001535022,0.0001598731,0.0001465623,0.01226207,0.00004843512,0.3977674,0.0005553831],"study_design_scores_gemma":[0.001254375,0.0005043566,0.7232279,0.0001864417,0.0002559783,0.00005596302,0.0000430967,0.0003201405,0.00006821043,0.00001155744,0.2738537,0.000218294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573274,0.000059603,0.00009193169,0.1408544,0.0001595779,0.001052581,0.0003839942,0.0000414174,0.0000291212],"genre_scores_gemma":[0.9656423,0.000004563883,0.004525494,0.02175343,0.0005182184,0.00003532002,0.007296597,0.0000831853,0.0001408841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355379,"threshold_uncertainty_score":0.9999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101261979391664,"score_gpt":0.2287957078587653,"score_spread":0.2186695099195989,"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."}}