{"id":"W3191388431","doi":"10.5334/gh.940","title":"Clinical Profiles and Outcomes of Heart Failure in Five African Countries: Results from INTER-CHF Study","year":2021,"lang":"en","type":"article","venue":"Global Heart","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Hazard ratio; Internal medicine; Digoxin; Prospective cohort study; Cohort; Confidence interval; Hypertensive heart disease; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004071728,0.0001717282,0.0007297922,0.0000450068,0.00003045469,0.00002070493,0.00004802271,0.00008915216,0.00008412052],"category_scores_gemma":[0.0003245714,0.0001361871,0.0001078849,0.0002254643,0.0001016154,0.00006151781,0.0001470608,0.0001402704,0.00005151413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007934232,"about_ca_system_score_gemma":0.000140187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916072,"about_ca_topic_score_gemma":0.003422219,"domain_scores_codex":[0.9981877,0.0001751826,0.0006505594,0.0004556411,0.0002868368,0.000244131],"domain_scores_gemma":[0.9990426,0.0002337551,0.00006232129,0.0004028458,0.0001070931,0.0001513367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004107641,0.0009769781,0.9544579,0.00002394601,0.0001804189,0.0001572479,0.0005395435,2.818637e-7,0.000007485272,0.0000671527,0.04262909,0.0005492029],"study_design_scores_gemma":[0.005403869,0.0007794747,0.8782732,0.0001226967,0.0001220929,0.000009593882,0.005377817,0.00001011571,0.00005149082,0.00006801435,0.109682,0.00009959479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968462,0.0001364804,0.000003716486,0.02944898,0.0001484932,0.0008031887,0.0002193601,0.00003746273,0.0007402528],"genre_scores_gemma":[0.9942151,0.0000236355,0.004119809,0.0008385621,0.00006391887,0.00002177813,0.00006469028,0.0000080069,0.000644554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07618468,"threshold_uncertainty_score":0.5553549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444972688464466,"score_gpt":0.3492966954185063,"score_spread":0.3248469685338617,"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."}}