{"id":"W4367856910","doi":"10.1016/j.jocn.2023.04.022","title":"A vital parameter? Systematic review of spirometry in evaluation for intensive care unit admission and intubation and ventilation for Guillain-Barré syndrome","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Neuroscience","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Spirometry; Intubation; Observational study; Intensive care unit; Intensive care medicine; Emergency medicine; Systematic review; Mechanical ventilation; MEDLINE; Cochrane Library; Ventilation (architecture); Intensive care; Physical therapy; Meta-analysis; Anesthesia; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003677862,0.0001834168,0.0024958,0.0003258359,0.00003874257,0.00002166165,0.0001309075,0.0001456584,0.000001736211],"category_scores_gemma":[0.08846027,0.0001235727,0.0004769811,0.0005234708,0.0001164928,0.0001211786,0.00005211208,0.0002899527,1.826667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117547,"about_ca_system_score_gemma":0.0004017211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.370696e-7,"about_ca_topic_score_gemma":0.000001192926,"domain_scores_codex":[0.9960191,0.00040154,0.002646066,0.0003063168,0.0004925533,0.0001344416],"domain_scores_gemma":[0.9939772,0.002114986,0.002325899,0.0001890029,0.001238311,0.0001546301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009414242,0.00004125492,0.0001286568,0.9065853,0.00001544382,0.00001747718,0.00003629642,0.000001273081,0.000008826405,0.000003411023,0.00004894528,0.09301893],"study_design_scores_gemma":[0.001765773,0.006503025,0.001582881,0.9819055,0.002991572,0.0005304109,0.0002888653,0.001108558,0.000001145609,0.0001033697,0.00305006,0.0001688718],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02064637,0.9743009,0.0002173375,0.0001238955,0.0006588905,0.004019893,0.00002600144,0.000004672847,0.000002065195],"genre_scores_gemma":[0.006704635,0.9925416,0.0001897673,0.0004147367,0.00004010899,0.00006352378,0.0000115474,0.00002178662,0.00001229107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09285006,"threshold_uncertainty_score":0.919218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2806265504114391,"score_gpt":0.5197636396106065,"score_spread":0.2391370891991674,"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."}}