{"id":"W2563889712","doi":"10.4103/0019-5049.195480","title":"Airway management guidelines: A safe passage to India","year":2016,"lang":"en","type":"editorial","venue":"Indian Journal of Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Airway; Airway management; Intensive care medicine; Endotracheal intubation; Intubation; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00141324,0.0004963557,0.001049275,0.001833884,0.00008396984,0.00008953863,0.0007437744,0.0006432916,0.001228828],"category_scores_gemma":[0.0006565432,0.0003575797,0.0005130456,0.0004239492,0.00006957741,0.000239479,0.000121887,0.0008250196,0.0003387174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004216885,"about_ca_system_score_gemma":0.0004466259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005956783,"about_ca_topic_score_gemma":0.000002523958,"domain_scores_codex":[0.9956719,0.00009399712,0.001646699,0.0003792684,0.001737394,0.0004706938],"domain_scores_gemma":[0.9961942,0.00008639315,0.00124547,0.0006298605,0.001326401,0.0005177102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002166189,0.00006273075,0.00005572099,0.0001848953,0.0003096755,0.0008093323,0.0001413493,3.72317e-7,0.000003560539,0.0001169126,0.8048252,0.1932736],"study_design_scores_gemma":[0.001221169,0.005061481,0.0001804564,0.003856424,0.0003816481,0.00002117857,0.0001310848,3.729069e-7,0.0001304007,0.0003527878,0.9882905,0.0003724823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001729453,0.002315319,0.006847243,0.02949584,0.8260014,0.003151674,0.0001226602,0.0003203537,0.130016],"genre_scores_gemma":[0.0008981564,0.01633157,0.01209397,0.001256091,0.9020339,0.00005095269,0.00007794789,0.0002214016,0.06703606],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1929011,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324013721320042,"score_gpt":0.3105726075654354,"score_spread":0.2973324703522349,"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."}}