{"id":"W4207075075","doi":"10.4187/respcare.09438","title":"Mortality, Health Care Use, and Costs of Weaning Center Survivors and Matched Prolonged ICU Stay Controls","year":2022,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Toronto East General Hospital","funders":"","keywords":"Medicine; Emergency medicine; Weaning; Center (category theory); Intensive care medicine; 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":[0.0002463002,0.0002020123,0.0005242203,0.0001791674,0.0002022072,0.00002155126,0.00006262669,0.00006076503,0.00003752512],"category_scores_gemma":[0.0009084333,0.0002039726,0.0000780385,0.0001623557,0.0001646101,0.00007961493,0.0001728459,0.0003402108,7.092695e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192013,"about_ca_system_score_gemma":0.0002935317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004961196,"about_ca_topic_score_gemma":0.001103297,"domain_scores_codex":[0.9981762,0.0004088914,0.0003369113,0.0003699978,0.0004027274,0.0003053199],"domain_scores_gemma":[0.9955367,0.0001268055,0.0001813994,0.0002577904,0.00372178,0.0001755027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000469664,0.00004653767,0.9765112,0.0006153142,0.0001762306,0.00009996656,0.01233022,0.000002626943,0.005059851,0.0001073912,0.0008833541,0.003697646],"study_design_scores_gemma":[0.008769616,0.002963015,0.5149727,0.000482813,0.0002167235,0.0000480909,0.4517553,0.00000584267,0.002401236,0.000006328587,0.01791204,0.0004662306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891846,0.007914055,0.000008777901,0.000313114,0.0001338235,0.001211463,0.000683835,0.00004276447,0.0005075901],"genre_scores_gemma":[0.977818,0.00003507434,0.00002304327,0.02178506,0.00003053693,0.00006844115,0.0001802961,0.00004396734,0.00001554578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4615385,"threshold_uncertainty_score":0.8317761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981024502814395,"score_gpt":0.3069261145262816,"score_spread":0.2771158694981377,"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."}}