{"id":"W2797121508","doi":"10.1016/j.joms.2018.04.005","title":"Nasotracheal Intubation: The Preferred Airway in Oral Cavity Microvascular Reconstructive Surgery?","year":2018,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Gastrostomy; Intubation; Surgery; Airway; Mechanical ventilation; Retrospective cohort study; Intensive care unit; Cohort; Nasotracheal intubation; Airway obstruction; Multivariate 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":[],"consensus_categories":[],"category_scores_codex":[0.001338015,0.0001835415,0.0006676891,0.0002488228,0.0001375999,0.00003539478,0.00007014644,0.000133506,0.0001636488],"category_scores_gemma":[0.0003519594,0.0001151942,0.0003616234,0.0003719835,0.0003952283,0.0002939755,0.00003037923,0.0003979788,0.000008129751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006213942,"about_ca_system_score_gemma":0.0003148294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004186788,"about_ca_topic_score_gemma":0.0001504207,"domain_scores_codex":[0.9983849,0.0001077878,0.0007009886,0.0001804926,0.0003152432,0.0003106224],"domain_scores_gemma":[0.9989993,0.0001065676,0.0003089633,0.000127768,0.0002796325,0.0001777904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008677131,0.0001719269,0.3230475,0.00004087557,0.0001127853,0.00007637194,0.0003728736,0.000001219352,0.0005151929,0.00003458652,0.0008916677,0.6738673],"study_design_scores_gemma":[0.001286073,0.0005357051,0.9042319,0.0001931712,0.0001562963,0.001269034,0.0006546357,0.00003579972,0.002289512,0.0008403046,0.08821628,0.0002912701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947358,0.0007248462,0.00004484359,0.003159381,0.000848388,0.0001566168,0.000005849627,0.00001261919,0.0003116129],"genre_scores_gemma":[0.9985354,0.0005905898,0.0001778063,0.0003847321,0.0001891935,0.000003395241,0.000005846858,0.00001435783,0.00009869612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6735761,"threshold_uncertainty_score":0.4697481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329684875654794,"score_gpt":0.2696986373576622,"score_spread":0.2367301497921828,"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."}}