{"id":"W2609474397","doi":"10.4187/respcare.05485","title":"Variation in Definition of Prolonged Mechanical Ventilation","year":2017,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine; Western University; St. Michael's Hospital; Health Sciences Centre; Toronto East General Hospital; University of Toronto; SickKids Foundation; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; European Society of Intensive Care Medicine; National Institute for Health and Care Research","keywords":"Medicine; Mechanical ventilation; Cohort; Ventilation (architecture); Intensive care unit; Population; COPD; Retrospective cohort study; Cohort study; Intensive care; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000515921,0.0003228774,0.001668249,0.0005031476,0.00006410482,0.00002044418,0.0001840428,0.0007471489,0.00008676451],"category_scores_gemma":[0.0002558447,0.0002873719,0.000494107,0.0001897968,0.00003403251,0.0001177812,0.00005614301,0.0004510331,0.00005420473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120187,"about_ca_system_score_gemma":0.001243724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005559073,"about_ca_topic_score_gemma":0.00002088517,"domain_scores_codex":[0.9977521,0.0001984378,0.0009544877,0.0004493042,0.0004109359,0.0002346941],"domain_scores_gemma":[0.9979112,0.0000419987,0.0009080243,0.0008032565,0.0002251288,0.0001103831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008246171,0.0000904519,0.00006460623,0.02915137,0.00007824432,0.0001290792,0.0001935887,9.80892e-8,0.0005756463,0.001172994,0.00003487291,0.9684266],"study_design_scores_gemma":[0.0007715099,0.0004496387,0.0004433782,0.01333714,0.0008593732,0.00001601835,0.00004266012,2.748185e-7,0.0003026263,0.0001230265,0.9834029,0.0002514625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004439461,0.995329,0.00005360653,0.000002862563,0.0003644795,0.001658758,0.00004726522,0.00004038144,0.002059679],"genre_scores_gemma":[0.003151192,0.9948174,0.0005975302,0.00007939406,0.0003967592,0.0003466637,0.0004493874,0.000107048,0.00005466427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983368,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209216854606536,"score_gpt":0.4064433545469556,"score_spread":0.1972264999404196,"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."}}