{"id":"W1643809712","doi":"10.1186/cc4888","title":"Long-term outcomes and clinical predictors of hospital mortality in very long stay intensive care unit patients: a cohort study","year":2006,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Intensive care unit; Emergency medicine; Cohort; Intensive care medicine; Cohort study; Term (time); Pediatrics; Internal medicine","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":[0.00009767322,0.0002026156,0.0006894772,0.00007561687,0.00003509741,0.00001716049,0.00005950622,0.00012388,0.0000313043],"category_scores_gemma":[0.001221899,0.0001573727,0.0001554716,0.0001053358,0.0002943634,0.00006713635,0.00008738894,0.0002052144,0.000002695418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313304,"about_ca_system_score_gemma":0.00005714936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005140047,"about_ca_topic_score_gemma":0.0009451587,"domain_scores_codex":[0.9982179,0.0001055809,0.0006073677,0.0004228389,0.0004000232,0.0002462195],"domain_scores_gemma":[0.9976997,0.0004054445,0.00004901733,0.0003379548,0.001340245,0.0001676804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005010009,0.002571493,0.9951113,0.0002210053,0.0001895042,0.0004036593,0.001059456,1.719289e-7,7.705423e-8,0.00002251645,0.0000370605,0.0003336601],"study_design_scores_gemma":[0.003631517,0.002980519,0.9783848,0.0001686817,0.0009336816,9.684904e-7,0.01373684,7.424755e-7,0.00002172122,0.000007241747,0.000001534014,0.0001317612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969841,0.0009860062,0.000001187786,0.0001045765,0.0003944093,0.001227973,0.0001232393,0.00002557704,0.0001529613],"genre_scores_gemma":[0.9993976,0.00001664747,0.000009669518,0.0001614742,0.00006940521,0.00006945349,0.000250604,0.00001982682,0.000005315324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672651,"threshold_uncertainty_score":0.6417474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07517624034206215,"score_gpt":0.4177989748602589,"score_spread":0.3426227345181967,"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."}}