{"id":"W4409702089","doi":"10.1093/ehjacc/zuaf044.204","title":"Usefulness of APORTEI score beyond mortality predictor","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Medicine; Internal medicine; Cardiology","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":[0.0008697736,0.0002504154,0.001246014,0.0002038404,0.0002522583,0.00004008069,0.0001793183,0.0000715288,0.00003092668],"category_scores_gemma":[0.0001004429,0.0001944208,0.001900729,0.0003358547,0.0001418028,0.0001048608,0.0002018254,0.0005503209,0.00002049001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000267239,"about_ca_system_score_gemma":0.0001637323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008729158,"about_ca_topic_score_gemma":9.171057e-7,"domain_scores_codex":[0.9975997,0.0003853781,0.0005789378,0.0003445137,0.0007894502,0.0003019902],"domain_scores_gemma":[0.9976781,0.00003462054,0.0001032901,0.0008501176,0.001126205,0.0002076582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004555887,0.0003804623,0.5907588,0.00215333,0.1278426,0.01377796,0.003715659,0.0002005839,0.003259933,0.0001907582,0.2323355,0.02492881],"study_design_scores_gemma":[0.003174999,0.0002369422,0.4858161,0.0008871601,0.02287282,0.002999786,0.001816689,0.000004137531,0.003740719,0.00004109772,0.4781226,0.0002869173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7758917,0.1750799,0.0006624144,0.0005609483,0.001509255,0.0005288655,0.00007943604,0.0001084319,0.0455791],"genre_scores_gemma":[0.9951799,0.001346277,0.0003476175,0.001885072,0.0006969516,0.000004231495,0.00002238404,0.00004435473,0.0004732492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2457871,"threshold_uncertainty_score":0.7928249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05227849647723043,"score_gpt":0.2870509408697328,"score_spread":0.2347724443925023,"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."}}