{"id":"W4212906135","doi":"10.1017/cjn.2022.19","title":"Predictors of Mechanical Ventilation in Guillain–Barré Syndrome with Axonal Subtypes","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CSL Behring; Eli Lilly and Company","keywords":"Medicine; Interquartile range; Guillain-Barre syndrome; Dysautonomia; Acute motor axonal neuropathy; Mechanical ventilation; Internal medicine; SAPS II; Pediatrics; APACHE II; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006480817,0.0005214151,0.000348705,0.0006833519,0.0004308991,0.0006861698,0.0005004847,0.0005312065,0.002688491],"category_scores_gemma":[0.002114214,0.0001965547,0.0005256412,0.0008096837,0.0002737749,0.0004529398,0.0005630795,0.0007112236,0.0002988173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913756,"about_ca_system_score_gemma":0.000720288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727031,"about_ca_topic_score_gemma":0.00591867,"domain_scores_codex":[0.9997411,0.00006532052,0.00003231581,0.00004275719,0.00004089428,0.00007761518],"domain_scores_gemma":[0.9985234,0.0003322664,0.0006269222,0.00004325802,0.0001534177,0.0003206722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005644906,0.000008676332,0.9993035,0.00000329241,0.00001353456,0.00006277968,0.000008789948,0.00006923833,0.00002893567,0.000006535637,0.00005269123,0.0003856289],"study_design_scores_gemma":[0.00001185827,0.00007729344,0.9975139,0.00003153307,0.00003339593,0.0005779931,0.0002192,0.001233833,0.00004385861,0.0000592994,0.0001934371,0.000004447867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989458,0.0003679458,0.00005480331,0.0001061011,0.000007244126,0.000005181806,0.0001298603,0.000002833677,0.0003802236],"genre_scores_gemma":[0.9994261,0.0001168986,0.000068521,0.00001894617,0.00002135589,0.000005702766,0.0002682483,0.000001759016,0.00007242183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005727031,"threshold_uncertainty_score":0.01138735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028228175206532,"score_gpt":0.2403239194690023,"score_spread":0.220041637716937,"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."}}