{"id":"W4387043453","doi":"10.1007/s12630-023-02577-1","title":"Near complete dynamic/ball-valve airway obstruction by a laryngeal cyst","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Head and Neck Anomalies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Kingston Health Sciences Centre; University of Ottawa; Kingston General Hospital; Queen's University","funders":"","keywords":"Ball valve; Airway obstruction; Medicine; Airway; Ball (mathematics); Cyst; Anatomy; Surgery; Engineering; Mathematics; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000488544,0.002046233,0.001780063,0.003021946,0.003885768,0.002083057,0.002943992,0.01049541,0.007329482],"category_scores_gemma":[0.006485405,0.001505365,0.002168815,0.00133669,0.003430724,0.005158016,0.003924273,0.006713775,0.002464007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233537,"about_ca_system_score_gemma":0.00259025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803284,"about_ca_topic_score_gemma":0.006243344,"domain_scores_codex":[0.9986701,0.00005645171,0.0001797052,0.0002584638,0.0003337794,0.0005014827],"domain_scores_gemma":[0.9959177,0.0009865236,0.0008503895,0.0005790289,0.000166174,0.001500133],"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":[0.00005500368,0.00001448305,0.001678513,0.0000203047,0.000006049525,0.9963302,0.00003023367,0.00006644411,0.0006637356,0.0002559757,0.0001497848,0.0007293398],"study_design_scores_gemma":[0.00001737558,0.00006109702,0.003518687,0.000009998443,0.000008258473,0.9947577,0.0000439859,0.0002777093,0.0006552002,0.0003006326,0.0003345371,0.00001492202],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228565,0.004767267,0.006072733,0.008783671,0.001449994,0.0003728212,0.001383708,0.0008959156,0.0534175],"genre_scores_gemma":[0.9933702,0.0002955564,0.001600583,0.0007876079,0.001194606,0.00002381749,0.0001309652,0.00007258694,0.002524057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049541,"threshold_uncertainty_score":0.02451962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135278856848436,"score_gpt":0.2353081471947088,"score_spread":0.2217802615098652,"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."}}