{"id":"W4403246284","doi":"10.1161/res.135.suppl_1.mo100","title":"Abstract Mo100: Predictive Accuracy of Rightward Extrapolation of the Left Ventricular End-Diastolic Pressure-Volume Relationship in Healthy Swine","year":2024,"lang":"en","type":"article","venue":"Circulation Research","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cardiology; Extrapolation; Internal medicine; Medicine; Diastole; Stroke volume; Ventricular volume; Blood pressure; Ejection fraction; Heart rate; Mathematics; Heart failure","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":[0.001427571,0.00009858151,0.0002555834,0.0004984909,0.0001014353,0.00002286184,0.0001202656,0.0001417829,0.0001805062],"category_scores_gemma":[0.0007679021,0.00007851082,0.0003036974,0.001077954,0.0001472445,0.0002136364,0.00005115383,0.0005849357,0.00001545353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044877,"about_ca_system_score_gemma":0.0004813527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741174,"about_ca_topic_score_gemma":0.00001234275,"domain_scores_codex":[0.9975564,0.0003694858,0.0004547507,0.0002929094,0.001082936,0.0002434789],"domain_scores_gemma":[0.9985043,0.0005192305,0.00008556449,0.000498053,0.0002837511,0.0001091217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004330484,0.0003176311,0.9707032,0.001744956,0.0004125217,0.00005055857,0.001055877,0.01558014,0.004512319,0.001949899,0.0003271963,0.002912673],"study_design_scores_gemma":[0.0006283447,0.00005460157,0.9767125,0.0004477427,0.0001478505,0.00002180634,0.00004585121,0.01964894,0.000684008,0.0006660916,0.0008849993,0.00005722734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985912,0.009705464,0.0006566556,0.001048156,0.0001172094,0.001227041,0.00005372235,0.00003288091,0.001246909],"genre_scores_gemma":[0.9995362,0.00006482528,0.00001825368,0.00001098252,0.0001313039,0.00002379373,0.00006861791,0.00001741978,0.0001285844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01362426,"threshold_uncertainty_score":0.3201578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05571596195765618,"score_gpt":0.3666307757958179,"score_spread":0.3109148138381618,"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."}}