{"id":"W1998017297","doi":"10.1007/s10558-010-9105-0","title":"ESPVR, Ejection Fraction and Heart Failure","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Engineering An International Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Heart failure with preserved ejection fraction; Ejection fraction; Cardiology; Fraction (chemistry); Heart failure; Internal medicine; Medicine; Chemistry; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005569447,0.0001499263,0.0002747915,0.000309534,0.00009200637,0.0001609477,0.00008152226,0.0001456896,0.00009887158],"category_scores_gemma":[0.0001745648,0.0001365322,0.0007644508,0.00009576428,0.00002629688,0.0003827085,0.00002321625,0.0008715424,0.00001942558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008716251,"about_ca_system_score_gemma":0.00004510853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001779229,"about_ca_topic_score_gemma":0.000001889247,"domain_scores_codex":[0.9987359,0.00002941088,0.0001945631,0.000222663,0.0006576397,0.0001598373],"domain_scores_gemma":[0.999071,0.00001517291,0.00003443131,0.0002803694,0.0003277285,0.0002713101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005135157,0.0005405814,0.4410821,0.0001503331,0.03346648,0.00134415,0.0004650386,0.04007128,0.3097207,0.001583615,0.004911796,0.1661504],"study_design_scores_gemma":[0.001729507,0.0000920133,0.3264889,0.00004932618,0.0004111059,0.02542102,0.0001133531,0.003889906,0.002795121,0.00001676893,0.6387467,0.0002462079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630068,0.0003747912,0.03102639,0.0002705922,0.00494166,0.0001012097,0.000002565446,0.0001407501,0.000135252],"genre_scores_gemma":[0.9911875,0.000265314,0.005243006,0.00008972146,0.003117187,0.000005601784,0.00001539347,0.00003566288,0.00004061225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.633835,"threshold_uncertainty_score":0.5567623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006110933632985949,"score_gpt":0.2295119757528907,"score_spread":0.2234010421199047,"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."}}