{"id":"W2906344439","doi":"10.21466/ac.mvpidli.2016","title":"McGrathMAC versus ProAct illumination during laryngoscopy in a pre‐hospital patient with maxillofacial trauma","year":2016,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Laryngoscopy; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002317348,0.0003420636,0.0004555095,0.0005463124,0.0005761953,0.0005175553,0.0003405611,0.000997905,0.002313074],"category_scores_gemma":[0.001516788,0.0002174453,0.0003483928,0.0003722986,0.0003961766,0.00039461,0.000504535,0.001025375,0.0003526297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005849163,"about_ca_system_score_gemma":0.0003861422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031455,"about_ca_topic_score_gemma":0.002274529,"domain_scores_codex":[0.9997903,0.00002672582,0.00002991988,0.00002479899,0.0000599223,0.00006831768],"domain_scores_gemma":[0.9995233,0.000120619,0.0001540442,0.00001727277,0.00003190393,0.0001528214],"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":[0.008212144,0.001659857,0.3488979,0.0005976544,0.0001317958,0.5459393,0.002365687,0.0008052231,0.03613771,0.0005573637,0.001587724,0.05310772],"study_design_scores_gemma":[0.0001805981,0.01560307,0.3628339,0.0001223844,0.000172031,0.603461,0.002485592,0.00142164,0.01082017,0.0001840368,0.002642445,0.00007322106],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973876,0.0006858772,0.0001431285,0.000243174,0.00002547237,0.00001903491,0.00001931983,0.00001113887,0.001465245],"genre_scores_gemma":[0.9986646,0.0004765589,0.0002344822,0.000138065,0.00004110551,0.000007778552,0.0000176954,0.000003123844,0.0004167281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313074,"threshold_uncertainty_score":0.007737994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162297969300872,"score_gpt":0.2474537620733464,"score_spread":0.2358307823803377,"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."}}