{"id":"W4410405141","doi":"10.1093/eurheartjsupp/suaf076.270","title":"DESCRIBING NURSING COMPLEXITY AND CLINICAL OUTCOMES IN A CARDIOVASCULAR SETTING: A SURVIVAL ANALYSIS","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Intensive care medicine; Nursing","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01593605,0.0002119688,0.001003824,0.00048318,0.001482489,0.00005151201,0.0002347285,0.00009997309,0.0003510061],"category_scores_gemma":[0.001197324,0.0001912977,0.0006586791,0.0007227694,0.0001342809,0.0001496191,0.0002185366,0.001832541,0.00004538124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057894,"about_ca_system_score_gemma":0.0002861996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006317476,"about_ca_topic_score_gemma":0.000823533,"domain_scores_codex":[0.9833454,0.01303248,0.001966045,0.0004143408,0.0004767203,0.0007650189],"domain_scores_gemma":[0.9975571,0.00119725,0.0002411987,0.0004432866,0.0001816165,0.0003795518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005770535,0.0001172141,0.9894106,0.00005978403,0.001232788,0.00005947712,0.001915758,0.00002231708,0.000001182933,0.0004087763,0.001710072,0.005004309],"study_design_scores_gemma":[0.001885615,0.00004988503,0.9709945,0.0005970966,0.0004676124,0.000005964822,0.005097358,0.000190546,2.956243e-7,0.0004587838,0.02009802,0.0001543747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711167,0.0009859444,0.003105552,0.01666992,0.001980845,0.0008174555,0.0001011371,0.00006439367,0.005158106],"genre_scores_gemma":[0.9940228,0.0002540325,0.002594573,0.002545341,0.000282498,0.00000495547,0.00003696351,0.00002397328,0.0002347874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290623,"threshold_uncertainty_score":0.9998174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.377181307675389,"score_gpt":0.5395166110069409,"score_spread":0.1623353033315519,"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."}}