{"id":"W2928502982","doi":"10.1213/xaa.0000000000000998","title":"Use of the Novel C-MAC Video Stylet in a Case of Predicted Difficult Intubation: A Case Report","year":2019,"lang":"en","type":"article","venue":"A&A Practice","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Stylet; Glottis; Laryngoscopes; Intubation; Medicine; Airway; Surgery; Tracheal intubation; Larynx","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":[0.0006890357,0.003794876,0.002166469,0.005009381,0.004601323,0.003062719,0.002470422,0.01510269,0.002416361],"category_scores_gemma":[0.006031398,0.001748024,0.002935309,0.00223173,0.002922088,0.004560937,0.002881269,0.008636401,0.001826991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524981,"about_ca_system_score_gemma":0.001552174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616517,"about_ca_topic_score_gemma":0.003422289,"domain_scores_codex":[0.9982002,0.0002154465,0.0002888671,0.0004091275,0.0003537252,0.0005325358],"domain_scores_gemma":[0.9969613,0.0007954666,0.0007696174,0.0002668558,0.0001732677,0.001033392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001047328,0.00003507479,0.001357756,0.00001788884,0.000005925101,0.9973212,0.00009696281,0.00004291548,0.0002820252,0.0001008725,0.0001849374,0.0005441069],"study_design_scores_gemma":[0.000002889311,0.00003843867,0.0007534281,0.00001436443,0.000005985883,0.9984649,0.00007657394,0.000162429,0.0001736125,0.00007388368,0.0002236575,0.000009875585],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294005,0.01541506,0.01487838,0.01763999,0.002790303,0.0004413485,0.0003317591,0.0006059654,0.01849672],"genre_scores_gemma":[0.979841,0.00382898,0.006049029,0.003481255,0.003676829,0.0000855637,0.0001529524,0.00009886055,0.002785614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01510269,"threshold_uncertainty_score":0.01832014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032846741384627,"score_gpt":0.3150931635808824,"score_spread":0.2822464221962554,"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."}}