{"id":"W4407116179","doi":"10.1016/j.tacc.2025.101522","title":"Video laryngoscopy for obstetric airway management: A narrative review","year":2025,"lang":"en","type":"review","venue":"Trends in Anaesthesia and Critical Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Medicine; Laryngoscopy; Airway management; Narrative review; Anesthesia; Airway; Intensive care medicine; Intubation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001968511,0.0004521144,0.001891019,0.001115166,0.00009210123,0.00003504421,0.0001861379,0.0002689637,0.0003844982],"category_scores_gemma":[0.0002663515,0.0003648789,0.0005119505,0.001328807,0.0001163908,0.00008487808,0.00008701781,0.0003190511,0.000006274045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503082,"about_ca_system_score_gemma":0.00006069822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002771181,"about_ca_topic_score_gemma":0.000003257371,"domain_scores_codex":[0.9980095,0.0001249847,0.0006759633,0.0006186674,0.0002274956,0.0003433565],"domain_scores_gemma":[0.9990277,0.0002179509,0.00008163272,0.0004199985,0.0001325975,0.000120103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007958339,0.00003690472,0.000003021111,0.2231076,0.00003726031,0.00001613528,0.00007101444,1.389835e-9,1.066451e-9,0.01317941,0.02551044,0.7380303],"study_design_scores_gemma":[0.0003052453,0.0008903177,0.00000574791,0.11639,0.002338768,0.000002432584,0.000350137,0.000001602673,3.326205e-7,0.0001798556,0.8792552,0.0002802522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.501383e-7,0.9127631,0.00009869933,0.001015553,0.00005844373,0.001577088,0.0000282953,0.0001124154,0.08434618],"genre_scores_gemma":[0.00001793795,0.9827075,0.0009793417,0.0005796833,0.00004852345,0.001460969,0.0005073751,0.00003844906,0.01366021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8537448,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842707969144148,"score_gpt":0.4090336957834403,"score_spread":0.3706066160919989,"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."}}