{"id":"W3013457541","doi":"10.1016/j.bjane.2019.10.004","title":"Nasal fiberoptic intubation: what“red out”?","year":2019,"lang":"en","type":"article","venue":"Brazilian Journal of Anesthesiology (English Edition)","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Intubation; Medicine; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005183513,0.0001884319,0.0004913072,0.0003712423,0.00006551624,0.00006182134,0.0002151972,0.0002111638,0.007230487],"category_scores_gemma":[0.0004018726,0.0001585759,0.0002251581,0.0001839142,0.0001339175,0.001317431,0.00002222329,0.000401459,0.0002487307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007300346,"about_ca_system_score_gemma":0.0001234077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.402473e-7,"about_ca_topic_score_gemma":5.194094e-7,"domain_scores_codex":[0.9984177,0.0001130593,0.0006917897,0.0002063956,0.0003348918,0.0002361609],"domain_scores_gemma":[0.9979421,0.0001384963,0.0004915022,0.0002838917,0.0009859367,0.0001580477],"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":[0.001538657,0.0006507639,0.07797423,0.0003087467,0.000426133,0.0001585685,0.002266641,0.00004016457,0.001200338,0.00394402,0.8098922,0.1015996],"study_design_scores_gemma":[0.00660803,0.03959108,0.2203884,0.001543722,0.0004631818,0.0004418521,0.005361484,0.0001301269,0.01119425,0.006439766,0.7070662,0.0007719334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688189,0.0003454623,0.0004210327,0.004854836,0.003748885,0.0004797322,0.000001713003,0.0001498081,0.02117962],"genre_scores_gemma":[0.9814849,0.001356336,0.00164333,0.001206391,0.003884094,0.0000129287,0.0000845335,0.00004422803,0.01028321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424142,"threshold_uncertainty_score":0.993677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039326606940767,"score_gpt":0.2490658435889065,"score_spread":0.2386725775194989,"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."}}