{"id":"W1597212461","doi":"10.4137/cmc.s18740","title":"End-systolic Pressure–Volume Relation, Ejection Fraction, and Heart Failure: Theoretical Aspect and Clinical Applications","year":2015,"lang":"en","type":"article","venue":"Clinical Medicine Insights Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Cardiology; Ejection fraction; Internal medicine; Ventricle; Mathematics; Heart failure; Medicine","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":[0.003073726,0.001080795,0.0008701577,0.002632247,0.0003814771,0.001950025,0.0009583201,0.00169797,0.002745955],"category_scores_gemma":[0.01053724,0.0003807381,0.0005568614,0.002463922,0.004985247,0.001762262,0.001277788,0.002725909,0.0008263438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162876,"about_ca_system_score_gemma":0.0007680305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478876,"about_ca_topic_score_gemma":0.0006444947,"domain_scores_codex":[0.9989736,0.0005999188,0.00006869086,0.0001224407,0.0001997595,0.00003558045],"domain_scores_gemma":[0.9949989,0.004254283,0.0002662945,0.0001838585,0.0002122945,0.00008437538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001786449,0.0003569368,0.02371819,0.001429578,0.0001433884,0.001176866,0.001127569,0.03771685,0.002753378,0.7017633,0.007294719,0.2223406],"study_design_scores_gemma":[0.00002872417,0.0003551553,0.0134074,0.0003925269,0.00006833342,0.002517622,0.0004759173,0.07210884,0.0006907121,0.8715501,0.03831936,0.00008532462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0529056,0.3165507,0.5568355,0.03210641,0.001320924,0.0001186029,0.0003732531,0.0003150753,0.03947387],"genre_scores_gemma":[0.6503658,0.1704153,0.1557528,0.004089141,0.008212443,0.0007450121,0.000401378,0.0001487524,0.009869267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003073726,"threshold_uncertainty_score":0.01625562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986114338042885,"score_gpt":0.3494985020070366,"score_spread":0.3096373586266077,"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."}}