{"id":"W2905774464","doi":"10.21466/ac.pimviap.2013","title":"Predicted impossible mask ventilation in a patient with giant rhinophyma","year":2014,"lang":"en","type":"article","venue":"Anaesthesia Cases","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Rhinophyma; Medicine; Intubation; Anesthesia; Ventilation (architecture); Surgery; Engineering","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":[0.00009508515,0.0001036436,0.0001559617,0.0001934293,0.00003533651,0.00001734167,0.00003949834,0.00004470992,0.0001763757],"category_scores_gemma":[0.00004322819,0.00007958143,0.00003303033,0.0002358427,0.0000330116,0.0001261416,0.00001312788,0.0000706929,0.00001264013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003995651,"about_ca_system_score_gemma":0.00002472635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173361,"about_ca_topic_score_gemma":0.00004702799,"domain_scores_codex":[0.9992782,0.00003124091,0.000191094,0.0001720605,0.0001840536,0.0001433451],"domain_scores_gemma":[0.9996012,0.00001681363,0.00007601799,0.0002074686,0.00004744984,0.00005100005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001273969,0.0007053584,0.1775078,0.0002001725,0.00005823235,0.000420126,0.001040999,0.00005189835,0.0008011535,0.00611424,0.01654528,0.7952808],"study_design_scores_gemma":[0.004197068,0.04673071,0.6747432,0.001414805,0.000288059,0.0002070863,0.0008638084,0.01562904,0.04685548,0.00106577,0.2071504,0.00085455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862018,0.00005654167,0.001245856,0.0005051902,0.0000138612,0.0004051638,0.000001266679,0.0001665084,0.01140387],"genre_scores_gemma":[0.9975152,0.0001225359,0.001180883,0.0002001938,0.0000315188,0.00005000969,0.00004421379,0.00001642219,0.0008390037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7944263,"threshold_uncertainty_score":0.3245236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008899833232404418,"score_gpt":0.2297197063356841,"score_spread":0.2208198731032796,"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."}}