{"id":"W370495014","doi":"10.1007/bf03016065","title":"Canadian pediatric anesthesiologists prefer inhalational anesthesia to manage difficult airways: A survey","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Laryngoscopy; Airway; Airway management; Laryngeal mask airway; Anesthesia; Intubation; Tracheal intubation; Airway obstruction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009929461,0.0003034811,0.0005224501,0.001839418,0.001971964,0.001069801,0.001143463,0.001026728,0.005526544],"category_scores_gemma":[0.005956804,0.0004430286,0.000593004,0.004184765,0.0006559448,0.0007288085,0.000725362,0.001137259,0.0006371879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008819642,"about_ca_system_score_gemma":0.01260487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7766329,"about_ca_topic_score_gemma":0.878696,"domain_scores_codex":[0.9979336,0.0001108442,0.0001641615,0.0001329677,0.00119446,0.0004638394],"domain_scores_gemma":[0.9925556,0.0007180755,0.002334869,0.00009666434,0.00253659,0.001758302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006077349,0.00007929472,0.9734564,0.0001632507,0.00005553155,0.0005499687,0.003285764,0.00005129871,0.0002630328,0.0001699411,0.006934686,0.0149299],"study_design_scores_gemma":[0.00000847493,0.0000479224,0.9843951,0.0001385838,0.00002802418,0.001000511,0.00585537,0.00007102898,0.00005499745,0.00001778969,0.008365351,0.00001679351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658155,0.008715119,0.0002128393,0.004493657,0.0001470753,0.0001167853,0.002325547,0.00002577973,0.01814774],"genre_scores_gemma":[0.9798092,0.01241185,0.0007815339,0.003378022,0.00009053831,0.00005343961,0.001200138,0.00002860433,0.002246728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233671,"threshold_uncertainty_score":0.4493651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920203879958982,"score_gpt":0.2420298270735958,"score_spread":0.222827788274006,"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."}}