{"id":"W4378554200","doi":"10.14740/cr1483","title":"Differentiating Characteristics and Responses to Treatment of New-Onset Heart Failure With Preserved and Reduced Ejection Fraction in Ambulatory Patients","year":2023,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Ejection fraction; Atrial fibrillation; Ambulatory; Coronary artery disease; Left bundle branch block; Heart failure with preserved ejection fraction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004804774,0.0001906197,0.0003435287,0.0005899935,0.0002343618,0.000352182,0.0002232449,0.0003957604,0.001014482],"category_scores_gemma":[0.002317546,0.0001127931,0.0003947447,0.0003968138,0.0001596481,0.0002979405,0.0002236681,0.0004011314,0.000147297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898039,"about_ca_system_score_gemma":0.0001643258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008897841,"about_ca_topic_score_gemma":0.001097426,"domain_scores_codex":[0.9996154,0.0001144749,0.0000532099,0.00006656676,0.00007899459,0.00007121962],"domain_scores_gemma":[0.9979379,0.0005305784,0.0008706172,0.00005315567,0.0001345605,0.0004733039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136958,0.00003512127,0.9987865,0.00000378138,0.00001791504,0.00008859607,0.00001973084,0.00002450927,0.0001251438,0.000002934753,0.00002702154,0.0007317469],"study_design_scores_gemma":[0.00001022471,0.0001536518,0.9991357,0.00000318074,0.000009744972,0.0004083268,0.00006674192,0.0001470833,0.00002628672,0.000005944435,0.00003170591,0.000001560868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995945,0.0001612129,0.00002763275,0.00002219066,0.000004273785,0.000003315204,0.00005360075,0.000001048184,0.0001321839],"genre_scores_gemma":[0.9997402,0.00004290669,0.00002855069,0.00001176573,0.00001482148,0.000003196966,0.0001316924,5.116472e-7,0.00002634043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001014482,"threshold_uncertainty_score":0.003393769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0741249619715187,"score_gpt":0.3660281405883277,"score_spread":0.291903178616809,"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."}}