{"id":"W2512803289","doi":"10.1007/s12630-016-0723-x","title":"Difficultintubationapp.com – A difficult airway electronic record","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Airway; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007178864,0.0004921493,0.0003991003,0.000768286,0.00346189,0.002125949,0.0007707436,0.01448814,0.02999851],"category_scores_gemma":[0.008277667,0.0004480465,0.0005553915,0.0006795427,0.001265233,0.002835986,0.0008300961,0.01013871,0.01159392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566899,"about_ca_system_score_gemma":0.002479225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372852,"about_ca_topic_score_gemma":0.03303251,"domain_scores_codex":[0.9989531,0.0002130675,0.0001880674,0.0001377826,0.0003166006,0.0001913742],"domain_scores_gemma":[0.9967442,0.001172579,0.0004001496,0.0001163444,0.000545591,0.001021028],"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":[0.00006689229,0.0001321412,0.005419909,0.00007409239,0.00001129813,0.06956396,0.0004845148,0.0001117923,0.0005178797,0.00258822,0.9029518,0.01807748],"study_design_scores_gemma":[0.0001440566,0.0001955109,0.008007426,0.0008367556,0.00003090926,0.1570038,0.001879212,0.001641622,0.0005892479,0.007891496,0.8216932,0.00008674298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007905942,0.001429548,0.0002499856,0.9193661,0.01284505,0.00005650087,0.0003049184,0.0001482375,0.05769372],"genre_scores_gemma":[0.08683271,0.004906463,0.001349169,0.7544497,0.04079093,0.0000878944,0.0002669807,0.0001944941,0.1111216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02999851,"threshold_uncertainty_score":0.100355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100243376488944,"score_gpt":0.219402687696479,"score_spread":0.2093783500475846,"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."}}