{"id":"W4401790159","doi":"10.1002/ejhf.3417","title":"Clinical Characteristics and Outcomes of Patients Aged 80 Years and Over with Heart Failure: Need for Better Treatment","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Health Care Foundation","funders":"British Heart Foundation","keywords":"Medicine; Hazard ratio; Heart failure; Internal medicine; Confidence interval; Ejection fraction; Incidence (geometry); Randomized controlled trial; Cardiology","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":[0.002045624,0.0003174434,0.001483287,0.0006284578,0.0002318774,0.0009389892,0.0003145246,0.0009632513,0.001120981],"category_scores_gemma":[0.00451607,0.0001965985,0.002925067,0.001014245,0.0002230292,0.0005548198,0.0003332124,0.0007406433,0.00009289331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641204,"about_ca_system_score_gemma":0.0004713314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160426,"about_ca_topic_score_gemma":0.00465772,"domain_scores_codex":[0.9989938,0.0004434817,0.0002158798,0.0001568212,0.0001259513,0.00006398573],"domain_scores_gemma":[0.9978662,0.0006458077,0.001034902,0.0001293704,0.0001717478,0.0001519209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004744692,0.0002534388,0.909356,0.002815272,0.01854485,0.0001518258,0.0001311498,0.0008345415,0.0005856451,0.0002490983,0.002811197,0.05952225],"study_design_scores_gemma":[0.0009531652,0.000681929,0.9790338,0.0009631719,0.01395888,0.0002742114,0.0001903799,0.000791439,0.0001572104,0.000433927,0.002527351,0.00003456851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7107732,0.2762654,0.001052102,0.006784301,0.0004457443,0.00008886062,0.001809286,0.00003104148,0.002750183],"genre_scores_gemma":[0.9779243,0.01807724,0.0005951229,0.001766933,0.0004550778,0.00004986638,0.0009382316,0.000004142385,0.0001890393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002160426,"threshold_uncertainty_score":0.01081836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825564169134568,"score_gpt":0.2866460884132876,"score_spread":0.268390446721942,"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."}}