{"id":"W4414867670","doi":"10.1007/s10741-025-10566-3","title":"Heart failure and chronic obstructive pulmonary disease. A combination not to be underestimated","year":2025,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"COPD; Heart failure; Ejection fraction; Preload; Cardiorespiratory fitness; Bronchodilator; Heart failure with preserved ejection fraction; Pulmonary disease; Cardiac function curve","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008200176,0.001509909,0.005656047,0.00109346,0.0003999156,0.000173021,0.0004782416,0.000656843,0.0007321364],"category_scores_gemma":[0.00117355,0.001269826,0.001543029,0.002232484,0.0003924283,0.000304851,0.000744403,0.00167697,0.0007355163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425209,"about_ca_system_score_gemma":0.004016398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003660891,"about_ca_topic_score_gemma":0.00005560531,"domain_scores_codex":[0.9923337,0.00124691,0.001799,0.002211078,0.001128051,0.001281273],"domain_scores_gemma":[0.9947885,0.0005991837,0.0004188553,0.00200991,0.0004120456,0.001771482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023331,0.000436651,0.0002342442,0.3270327,0.000325533,0.0002664916,0.00002966181,0.000001131412,0.0000182985,0.0007906596,0.1101074,0.5606549],"study_design_scores_gemma":[0.0005738901,0.0001304417,0.002096908,0.06689974,0.002397812,0.0004843934,0.0000302175,0.00005141032,0.000001950376,0.00009899411,0.9263572,0.0008771121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002954177,0.9697495,0.00003960124,0.01511614,0.000266781,0.01366397,0.0006205378,0.0002186359,0.0002952877],"genre_scores_gemma":[0.00006390553,0.9887337,0.002739097,0.001109318,0.0004843365,0.002230162,0.001759542,0.0002122277,0.002667725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8162497,"threshold_uncertainty_score":0.999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904425682078807,"score_gpt":0.369154046895888,"score_spread":0.3201097900750999,"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."}}