{"id":"W2316506499","doi":"10.1097/01.aoa.0000410762.28224.44","title":"Difficult and Failed Intubation","year":2012,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Login; Medicine; Internet privacy; Logo (programming language); World Wide Web; Medical emergency; Computer security; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001186427,0.0001191592,0.0001650005,0.0001987934,0.00006634621,0.00002583992,0.00004419894,0.00007902221,0.0003172977],"category_scores_gemma":[0.0001884126,0.0000959789,0.00003329523,0.0004376516,0.00004456512,0.0002654718,0.0000185627,0.00008301002,0.0001154355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004622532,"about_ca_system_score_gemma":0.00001030124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006086274,"about_ca_topic_score_gemma":1.564703e-7,"domain_scores_codex":[0.99929,0.00002038316,0.0001660489,0.0001355687,0.0001817777,0.0002061643],"domain_scores_gemma":[0.9994912,0.00007394132,0.0000655445,0.000168366,0.00007307027,0.000127881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000428497,0.000373132,0.7710198,0.0001167155,0.00003857326,0.000006917134,0.0007565234,3.197678e-7,0.0003778028,0.01518965,0.02387415,0.1882035],"study_design_scores_gemma":[0.0005047739,0.000722267,0.7362195,0.00003844301,0.00008094811,0.00002450614,0.0002923443,0.0000665297,0.002256986,0.00004282086,0.2595679,0.0001829459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456026,0.001019565,0.0003022823,0.001270457,0.00004803463,0.0004083387,2.704513e-7,0.0002891502,0.05105931],"genre_scores_gemma":[0.9859309,0.0006846096,0.0003408009,0.0001663825,0.0001300228,0.00002882517,0.0000346638,0.00001804471,0.01266581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2356937,"threshold_uncertainty_score":0.3913906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427843587912455,"score_gpt":0.24570982966758,"score_spread":0.2314313937884555,"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."}}