{"id":"W4408165713","doi":"10.2196/63291","title":"Investigating the Association Between Mean Arterial Pressure on 28-Day Mortality Risk in Patients With Sepsis: Retrospective Cohort Study Based on the MIMIC-IV Database","year":2025,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Sepsis; Blood pressure; Cohort; Cohort study; Mean arterial pressure; Database; Internal medicine; Surgery; Computer science; Heart rate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01529206,0.0001754204,0.000521847,0.0003198419,0.0002296473,0.00008683389,0.0003894405,0.0001151194,0.0002260286],"category_scores_gemma":[0.04470577,0.00007950288,0.0001104005,0.0005915573,0.0001667022,0.0001156817,0.0001072782,0.003083692,0.000006243036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266518,"about_ca_system_score_gemma":0.0006070059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000844534,"about_ca_topic_score_gemma":0.0003790817,"domain_scores_codex":[0.9893993,0.003752661,0.0006066138,0.0003177828,0.005595696,0.0003279955],"domain_scores_gemma":[0.9850493,0.012026,0.0005499016,0.0004886613,0.001643217,0.0002428977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009532798,0.003364327,0.9868872,0.00001167016,0.002080923,0.00003755733,0.001042417,0.00001400509,0.000002862122,0.00002601121,0.004443314,0.00113641],"study_design_scores_gemma":[0.005619832,0.003445361,0.9861758,0.001851958,0.0005107807,2.099748e-7,0.001267035,0.0005359073,0.0001987388,0.00007751711,0.0002577966,0.0000590141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869169,0.00002273171,0.00001442864,0.01025309,0.0002536516,0.001560654,0.00006017579,0.000004942352,0.0009133985],"genre_scores_gemma":[0.998805,0.00002286507,0.00000897349,0.0006779564,0.0003370035,0.00009419071,0.00001592759,0.00001354388,0.00002450805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02941371,"threshold_uncertainty_score":0.9992163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991265432481349,"score_gpt":0.4444857035846681,"score_spread":0.3545730492598546,"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."}}