{"id":"W3205265733","doi":"10.5203/jcanpa.v3i8.908","title":"Cricothyrotomy Following Airway Hemorrhage from a Hypopharyngeal Cancer: A Clinical Case Study","year":2021,"lang":"en","type":"article","venue":"","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cricothyrotomy; Medicine; Airway; Hypopharyngeal cancer; Airway obstruction; Presentation (obstetrics); Head and neck cancer; Surgery; Airway management; Population; Cancer; General surgery; Internal medicine","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":[0.0006825002,0.001608939,0.00102416,0.002542488,0.003575173,0.002858219,0.001156372,0.004768146,0.00248873],"category_scores_gemma":[0.006118358,0.0009186622,0.000952048,0.001514347,0.002237491,0.002577534,0.002048889,0.003483039,0.001198969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938386,"about_ca_system_score_gemma":0.001815455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612224,"about_ca_topic_score_gemma":0.004274745,"domain_scores_codex":[0.9987586,0.0001696665,0.0002104394,0.0002163208,0.00025168,0.0003934319],"domain_scores_gemma":[0.9966582,0.0008304003,0.0009238159,0.0001804985,0.0003035071,0.001103434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003707129,0.0001437994,0.01562924,0.00005129865,0.00001081494,0.9813203,0.000466453,0.00007525011,0.0003927428,0.0002544671,0.0004235652,0.00119502],"study_design_scores_gemma":[0.000008325678,0.00009281375,0.005156074,0.00002931771,0.000008705081,0.9931137,0.0005638045,0.0001218559,0.000168833,0.0001110399,0.0006099441,0.00001551501],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754613,0.005645364,0.002694515,0.00346181,0.0004107037,0.0005412811,0.0002044061,0.00007144369,0.01150904],"genre_scores_gemma":[0.99111,0.00323377,0.001880803,0.001343255,0.001013896,0.0000939994,0.0001594934,0.00003250652,0.001132351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004768146,"threshold_uncertainty_score":0.01406407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717803210345049,"score_gpt":0.4022437249913476,"score_spread":0.3450656928878971,"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."}}