{"id":"W2559446380","doi":"10.1111/anae.13729","title":"Choice of anaesthesia for category‐1 caesarean section in women with anticipated difficult tracheal intubation: the use of decision analysis","year":2016,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; General anaesthesia; Caesarean section; Rapid sequence induction; Anesthesia; Intubation; Tracheal intubation; Airway; Fetal distress; Pregnancy; Fetus","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":[0.03714613,0.0008722611,0.003480101,0.005064309,0.0004624301,0.003000569,0.001181992,0.0009623413,0.002044032],"category_scores_gemma":[0.1044154,0.0004847548,0.006005306,0.003472924,0.0006044276,0.002407835,0.00131204,0.001845616,0.0001950944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011124,"about_ca_system_score_gemma":0.003867813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606315,"about_ca_topic_score_gemma":0.002500789,"domain_scores_codex":[0.9271305,0.06342778,0.00486968,0.001214489,0.002957479,0.0003999929],"domain_scores_gemma":[0.8005127,0.183731,0.01015278,0.0008138737,0.003328465,0.001461273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01946274,0.0007114895,0.1235757,0.06785388,0.04408339,0.0007574529,0.00197785,0.04196879,0.0008139632,0.01441505,0.01061148,0.6737682],"study_design_scores_gemma":[0.008867061,0.01165228,0.118445,0.08062787,0.06088331,0.004566957,0.005194527,0.4605056,0.00367936,0.2074371,0.03654016,0.001600913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4470791,0.3851365,0.1207815,0.02606084,0.002125928,0.004606389,0.003483931,0.0002051472,0.01052072],"genre_scores_gemma":[0.9041073,0.02884561,0.06260417,0.001379942,0.0004248295,0.001394153,0.0009605268,0.00003745535,0.0002459362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03714613,"threshold_uncertainty_score":0.1964499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375220142190507,"score_gpt":0.2930413624663476,"score_spread":0.2492891610444425,"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."}}