{"id":"W2748682004","doi":"10.1111/anae.13955","title":"Category‐1 caesarean section, airways and Julius Caesar. A reply","year":2017,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Caesarean section; Intubation; Process (computing); Backup; Intensive care medicine; Ventilation (architecture); Airway management; Pregnancy; Anesthesia; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002413242,0.0004234363,0.0006145309,0.0003600985,0.0003202383,0.0001431901,0.0002618428,0.0006668993,0.0005836705],"category_scores_gemma":[0.00008678119,0.0003826121,0.000171545,0.00009280997,0.000208594,0.0001959708,0.00008501857,0.001181545,0.00009950976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093504,"about_ca_system_score_gemma":0.0001122739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211552,"about_ca_topic_score_gemma":0.000028537,"domain_scores_codex":[0.9981427,0.00005646063,0.0003731737,0.0006564729,0.0003868811,0.0003843251],"domain_scores_gemma":[0.9981209,0.00001871983,0.0003636406,0.001210977,0.0001841079,0.0001016576],"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":[0.00001801765,0.0000164403,0.0009129905,0.000205669,0.0000642801,0.0002673381,0.00008603119,2.829481e-8,0.000004030099,0.0000988898,0.9576239,0.04070241],"study_design_scores_gemma":[0.0003369458,0.001323567,0.001745725,0.0002007073,0.0002829875,0.00005767723,0.00001862916,0.00002045082,0.0001509171,0.0005149167,0.9949672,0.0003803155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00240004,0.001038907,0.0001984263,0.7957932,0.0003017857,0.0009682874,0.00001015855,0.0006720655,0.1986171],"genre_scores_gemma":[0.007971534,0.006179569,0.0004220095,0.5902548,0.006634016,0.0001841045,0.0008066149,0.0002200843,0.3873273],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2055384,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159999199248125,"score_gpt":0.2662780680684869,"score_spread":0.2446780760760056,"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."}}