{"id":"W4306254522","doi":"10.1093/eurheartj/ehac544.251","title":"Ethnicity-specific myocardial remodelling in hypertensive heart disease by multi-parametric cardiovascular magnetic resonance","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Magnetic resonance imaging; Heart failure; Hypertensive heart disease; Blood pressure; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005534368,0.0002148181,0.0001753526,0.0004049556,0.0002120226,0.0003548495,0.0001247217,0.0002738895,0.001434055],"category_scores_gemma":[0.0006624411,0.0001243779,0.0001961509,0.0002509711,0.0001521237,0.0002119607,0.0003064843,0.0002043911,0.0001363683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005903214,"about_ca_system_score_gemma":0.00006398289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000484768,"about_ca_topic_score_gemma":0.0006965121,"domain_scores_codex":[0.9998181,0.00006759006,0.00001908437,0.00005174053,0.00002075781,0.00002276185],"domain_scores_gemma":[0.9996958,0.00006346918,0.0001278686,0.00003392818,0.00002406644,0.00005493045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001321061,0.000141112,0.9791858,0.00004653156,0.0001330646,0.0004303743,0.0003207826,0.000145117,0.01026086,0.00005713195,0.00009284147,0.007865415],"study_design_scores_gemma":[0.000008280766,0.000112507,0.9986156,0.000003503974,0.00002618979,0.0005428148,0.00007427311,0.0002210614,0.0002772146,0.00003774668,0.00007818684,0.000002519698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990613,0.000182953,0.0003231699,0.00001219832,0.000004235924,0.000009500583,0.00005957604,0.000003445582,0.0003436404],"genre_scores_gemma":[0.9995921,0.00004370993,0.0001879402,0.000008858103,0.000009808084,0.000008166679,0.00004558006,0.000001467571,0.0001023864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434055,"threshold_uncertainty_score":0.004797399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524385710061524,"score_gpt":0.2700928262436914,"score_spread":0.2248489691430762,"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."}}