{"id":"W4324140234","doi":"10.1161/circ.147.suppl_1.p230","title":"Abstract P230: Left Ventricular Structure and Function Over 25 Years of Occupational Physical Activity Exposure in Cardia","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Stroke volume; 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":[0.0001181271,0.00006582159,0.0001931455,0.0001471536,0.00002392313,0.000004692233,0.0000124948,0.00009471197,0.00001654622],"category_scores_gemma":[0.00005667679,0.00006451255,0.000108917,0.0002388475,0.0000207684,0.0000805108,0.000008905952,0.0001270493,0.000004525005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000568636,"about_ca_system_score_gemma":0.00006787237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001083747,"about_ca_topic_score_gemma":0.00001060118,"domain_scores_codex":[0.9993172,0.00002726368,0.0001059496,0.0001567647,0.000282037,0.0001108272],"domain_scores_gemma":[0.9996842,0.00004069387,0.00005249558,0.0001277707,0.00003827621,0.00005653458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001087778,0.00003088061,0.9646886,0.0001245729,0.00004789542,0.00001659981,0.0002085821,0.001586911,0.007220161,0.00002101853,0.00002975502,0.02591624],"study_design_scores_gemma":[0.0008191814,0.0000179163,0.9971994,0.00002748326,0.0000531363,0.000009392734,0.00002173504,0.00124655,0.0003142424,0.00006984499,0.0001669712,0.00005411347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993623,0.0001187092,0.0000460401,0.00001794313,0.0001587916,0.0002328951,0.00002043281,0.00002571629,0.0000171946],"genre_scores_gemma":[0.9996383,0.00001860153,0.000005403057,0.00001008083,0.0001701915,0.000002286286,0.0001432142,0.000008615276,0.000003280503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03251082,"threshold_uncertainty_score":0.2630745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181612526885352,"score_gpt":0.2901465965192211,"score_spread":0.271985343830686,"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."}}