{"id":"W2765359924","doi":"10.4103/npmj.npmj_134_17","title":"The use of intubating lightwand in difficult airway patients with limited management options","year":2017,"lang":"en","type":"article","venue":"Nigerian Postgraduate Medical Journal","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Airway; Intubation; Laryngoscopy; Airway management; Surgery; Anesthesia; Laryngeal Masks; Tonsillectomy; Laryngeal mask airway","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":[0.0002447169,0.0002096911,0.000354181,0.0005866762,0.000548578,0.0006005249,0.0002150948,0.000553402,0.001610793],"category_scores_gemma":[0.003768792,0.0001465238,0.0001779328,0.0002905938,0.0003237416,0.000648513,0.000379309,0.0005020584,0.0003219604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442934,"about_ca_system_score_gemma":0.0003442557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005401817,"about_ca_topic_score_gemma":0.0008486685,"domain_scores_codex":[0.9996593,0.00006391152,0.00005246245,0.00004747794,0.00008618636,0.00009077606],"domain_scores_gemma":[0.9986078,0.0004435671,0.0005481489,0.0000523648,0.0001236746,0.0002243531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117512,0.00009232317,0.9752119,0.00005160363,0.00001155675,0.01458814,0.000756306,0.00003301706,0.001086268,0.00004584756,0.0001803189,0.007830873],"study_design_scores_gemma":[0.00001138028,0.00116347,0.8620043,0.0001042485,0.0000380025,0.1300665,0.003793477,0.0003570108,0.0007211184,0.0001261281,0.001595445,0.00001895588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980353,0.000787832,0.0001302387,0.00008477066,0.00001181739,0.00001377095,0.0000218743,0.000002777115,0.0009116595],"genre_scores_gemma":[0.999273,0.0003552311,0.0001309057,0.00004044098,0.00002532535,0.000008130389,0.00002760453,0.00000134587,0.0001379358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001610793,"threshold_uncertainty_score":0.005388618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703729592954731,"score_gpt":0.2724337016297717,"score_spread":0.2453964057002244,"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."}}