{"id":"W4323349068","doi":"10.58489/2836-5917/006","title":"Congestive Heart Failure in Indian Elders","year":2023,"lang":"en","type":"article","venue":"Clinical Cardiovascular Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Ejection fraction; Population; Intensive care medicine; Quality of life (healthcare); Heart disease; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004282341,0.0002295004,0.0003692885,0.001203271,0.001574602,0.0008304184,0.0003192897,0.0003207139,0.002799327],"category_scores_gemma":[0.001290574,0.0001360332,0.0003648792,0.001499523,0.000405637,0.0005660715,0.0009784003,0.001036796,0.000506878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304385,"about_ca_system_score_gemma":0.001147096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742528,"about_ca_topic_score_gemma":0.02090392,"domain_scores_codex":[0.9996715,0.00006434732,0.00004848786,0.00003324589,0.00007926187,0.0001031746],"domain_scores_gemma":[0.9994231,0.000039571,0.0001746187,0.00002236651,0.0001439795,0.0001963355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278408,0.0002880227,0.9245811,0.0006199797,0.00006170548,0.005208767,0.004610225,0.00004300463,0.0007716537,0.0009413329,0.0150654,0.047681],"study_design_scores_gemma":[0.00001923581,0.0001767935,0.9664848,0.0005713456,0.00008314426,0.01108353,0.006961926,0.0001102766,0.00006023338,0.0005682665,0.01383991,0.00004050551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261376,0.02465073,0.0003265519,0.0102594,0.0008159393,0.0001873763,0.001608602,0.00006041574,0.03595351],"genre_scores_gemma":[0.9794815,0.0141068,0.0002910774,0.003151013,0.0005357991,0.0000585895,0.00057934,0.000006128055,0.001789579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742528,"threshold_uncertainty_score":0.0346477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202998673817866,"score_gpt":0.472533760348906,"score_spread":0.26953508653104,"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."}}