{"id":"W1983658190","doi":"10.1385/ncc:5:3:230","title":"Factors predicting extubation success in patients with Guillain-Barré syndrome","year":2006,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Neurointensive care; Intensive care unit; Guillain-Barre syndrome; Neurology; Anesthesia; Mechanical ventilation; Retrospective cohort study; Intubation; Intensive care; Tracheotomy; Surgery; Internal medicine; Intensive care medicine; Pediatrics","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":[0.0004440687,0.0004777484,0.0004553343,0.000696865,0.0007450507,0.0008312141,0.0003808625,0.001049833,0.001638811],"category_scores_gemma":[0.005619013,0.0001919916,0.0003379036,0.0006444674,0.0005397872,0.000707987,0.0003934807,0.0009789034,0.0002328792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663557,"about_ca_system_score_gemma":0.0005675547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147437,"about_ca_topic_score_gemma":0.001894756,"domain_scores_codex":[0.9997417,0.00005770806,0.00004659514,0.00002639962,0.00004600879,0.00008160392],"domain_scores_gemma":[0.9970075,0.001267824,0.0007785716,0.00006460305,0.0001714447,0.0007100856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000228472,0.0000466271,0.9978423,0.000005788225,0.00001964525,0.0007531415,0.00005183416,0.00008274287,0.0001414083,0.00001341708,0.00006822158,0.0007462855],"study_design_scores_gemma":[0.00001961392,0.0003854929,0.9953434,0.00001629474,0.00004537974,0.002589053,0.000555951,0.0007608405,0.00009837181,0.00007901005,0.00009656235,0.00001003819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992557,0.0002470687,0.00003217438,0.0000841496,0.00001417809,0.00000317846,0.00003022025,0.000002230975,0.0003310558],"genre_scores_gemma":[0.9997171,0.00009546718,0.00003343781,0.00002295269,0.00002052275,0.000003378443,0.00005245177,0.000001079816,0.00005364373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638811,"threshold_uncertainty_score":0.005482316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007012577998393279,"score_gpt":0.2246802071482617,"score_spread":0.2176676291498684,"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."}}