{"id":"W2327376985","doi":"10.1097/00003246-200212001-00084","title":"PREDICTORS OF WITHDRAWAL OF MECHANICAL VENTILATION IN THE ICU","year":2002,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mechanical ventilation; Epidemiology; Intensive care medicine; Intensive care; Emergency medicine; Presentation (obstetrics); Intensive care unit; Anesthesia; Internal medicine; Surgery","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":[0.0006962343,0.0003509876,0.0005301292,0.0007246849,0.0006095428,0.0009313014,0.000578635,0.001153855,0.002838583],"category_scores_gemma":[0.007492485,0.000324379,0.0006537075,0.0009108156,0.0004173951,0.000640897,0.0005999978,0.002195735,0.0002727378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467998,"about_ca_system_score_gemma":0.0008900143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004064957,"about_ca_topic_score_gemma":0.004010151,"domain_scores_codex":[0.9993174,0.000224437,0.00007882093,0.00007728756,0.000133778,0.0001681829],"domain_scores_gemma":[0.991212,0.002576244,0.002569644,0.000221956,0.0007931347,0.002627031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467431,0.00003614306,0.9989896,0.000003798625,0.00002677035,0.000105803,0.00002010702,0.00002834792,0.00008635892,0.00001289555,0.0001779197,0.0003654162],"study_design_scores_gemma":[0.000009202408,0.0000678665,0.9991328,0.0000082684,0.00002082743,0.0002917757,0.0001240391,0.000191668,0.00002731312,0.00003503441,0.00008697974,0.000004423503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977571,0.0004297936,0.00005791445,0.0003812779,0.00005011585,0.000008705516,0.0002338948,0.000004323569,0.001076918],"genre_scores_gemma":[0.9993556,0.0001056853,0.00003065098,0.00007336648,0.0000652278,0.000005847927,0.0002455055,0.000002900699,0.0001151947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004064957,"threshold_uncertainty_score":0.009495974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556215380773513,"score_gpt":0.3094241047445244,"score_spread":0.2838619509367892,"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."}}