{"id":"W2507734401","doi":"10.1111/anae.13581","title":"Standardising airway management documentation","year":2016,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Airway; Airway management; Documentation; Intensive care medicine; Intubation; Anesthesia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01810908,0.0004313442,0.0006843148,0.001889796,0.003077572,0.00343779,0.002631897,0.01827961,0.006980352],"category_scores_gemma":[0.08702531,0.000520127,0.0007268216,0.001380929,0.002708214,0.006511786,0.0051875,0.01629507,0.007675555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005948001,"about_ca_system_score_gemma":0.007980113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629037,"about_ca_topic_score_gemma":0.004511994,"domain_scores_codex":[0.9795659,0.006427792,0.005262072,0.001205569,0.005619652,0.001919111],"domain_scores_gemma":[0.9276795,0.02211693,0.008756922,0.008345926,0.0264123,0.006688442],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006284952,0.0002182598,0.00962922,0.0007892206,0.00001862071,0.00698378,0.00444045,0.0003731074,0.002513012,0.009167128,0.7137111,0.2520933],"study_design_scores_gemma":[0.00007771192,0.0002122895,0.008659337,0.002514786,0.00001642784,0.01046971,0.002046438,0.0008040573,0.001032952,0.01363449,0.9604347,0.00009715205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00582157,0.004907616,0.00470174,0.9537169,0.01587287,0.0003643181,0.00006533262,0.0003647205,0.01418496],"genre_scores_gemma":[0.1040082,0.01239178,0.02967631,0.7963044,0.03755255,0.001033006,0.0004654453,0.0002184819,0.01834981],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9818909,"threshold_uncertainty_score":0.09577107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272971910903776,"score_gpt":0.2779046487687188,"score_spread":0.2651749296596811,"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."}}