{"id":"W2616048814","doi":"","title":"Risk factors for acute organ failure in ICU patients with single organ (respiratory) dysfunction or failure: an international, prospective, cohort study","year":2012,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Organ dysfunction; Intensive care medicine; Prospective cohort study; Respiratory failure; Emergency medicine; Cohort study; Acute respiratory failure; Cohort; Respiratory system; Mechanical ventilation; Internal medicine; Sepsis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009492692,0.000619924,0.0007229401,0.000756164,0.001215781,0.001364993,0.0007971757,0.001471722,0.00326185],"category_scores_gemma":[0.002652725,0.001099432,0.001199903,0.001525111,0.00054699,0.001658544,0.0009083145,0.002605625,0.0006832269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702891,"about_ca_system_score_gemma":0.0007802738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004353,"about_ca_topic_score_gemma":0.0101074,"domain_scores_codex":[0.9993066,0.0001663514,0.00005636048,0.0001920789,0.00008373216,0.0001949672],"domain_scores_gemma":[0.9982187,0.0002916569,0.0004442083,0.0002776799,0.0001498752,0.0006179067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005637304,0.0002542538,0.9978131,0.000009615738,0.00009890164,0.0001143273,0.0002688269,0.00003070314,0.0002270998,0.00002304694,0.0001468368,0.0004495525],"study_design_scores_gemma":[0.00004987368,0.0005059749,0.9977739,0.00001078648,0.00006564886,0.0002792091,0.000984426,0.0001148075,0.00003523511,0.00003335399,0.0001323506,0.00001445314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989941,0.0001290537,0.00006072735,0.00004822013,0.00001466462,0.00001621274,0.0004337044,0.000002281237,0.0003010576],"genre_scores_gemma":[0.9987699,0.0001509674,0.0001184671,0.00005985247,0.00002227222,0.00003220109,0.0005737563,0.000003809361,0.0002687518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004353,"threshold_uncertainty_score":0.01997012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775684901752788,"score_gpt":0.2733144196916454,"score_spread":0.2455575706741176,"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."}}