{"id":"W1986054537","doi":"10.5402/2012/743978","title":"Not All Critically Ill Obese Patients Are the Same: The Influence of Prior Comorbidities","year":2012,"lang":"en","type":"article","venue":"ISRN Obesity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University; McMaster University; Niagara Health System","funders":"","keywords":"Comorbidity; Medicine; Body mass index; Odds ratio; Internal medicine; Obesity; Observational study; Prospective cohort study; Charlson comorbidity index; Critically ill; Algorithm","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":[0.0003739175,0.000164575,0.0002678934,0.00002801165,0.0001370642,0.00001611474,0.0003408368,0.00008951176,0.00008382422],"category_scores_gemma":[0.002944811,0.00009084748,0.00009840399,0.0001115351,0.0004940081,0.0001765808,0.000173228,0.0003430033,0.0001513682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006381538,"about_ca_system_score_gemma":0.00004750793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335669,"about_ca_topic_score_gemma":0.0002118885,"domain_scores_codex":[0.9984452,0.0001235044,0.0002983102,0.0001589774,0.0005581238,0.0004158539],"domain_scores_gemma":[0.9976802,0.000517445,0.0001200344,0.000708534,0.0008299401,0.0001438252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005913427,0.0006079335,0.9895802,0.0001641601,0.00005417244,0.0000040524,0.002934276,0.000005541979,0.0005158375,0.0004351978,0.004507234,0.001132267],"study_design_scores_gemma":[0.0006457769,0.0001331948,0.9897988,0.0001823286,0.0001037785,0.00001250133,0.0007575486,0.000009831745,0.002316164,0.0001629122,0.005770938,0.0001061758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895871,0.0001895802,0.000009291504,0.008669761,0.0002429042,0.0005202753,0.00006580577,0.0000447617,0.0006705684],"genre_scores_gemma":[0.9867816,0.00005034991,0.0001660471,0.01224038,0.0001658173,0.00001896169,0.00001009052,0.000017887,0.0005488735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003570623,"threshold_uncertainty_score":0.3704652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243838356095961,"score_gpt":0.2837554681378964,"score_spread":0.2593716325283003,"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."}}