{"id":"W4360600675","doi":"10.1002/lary.30649","title":"Airway Resistance and Respiratory Distress in Laryngeal Cancer: A Computational Fluid Dynamics Study","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute on Deafness and Other Communication Disorders; Alliance de recherche numérique du Canada; National Institutes of Health; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Respiratory distress; Medicine; Airway resistance; Airway; Respiratory system; Cancer; Intensive care medicine; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003106152,0.0001294311,0.0002289571,0.0000871454,0.0001277877,0.00001932227,0.000107547,0.00004193152,0.00002923415],"category_scores_gemma":[0.00003021186,0.00009263091,0.00002984483,0.0005137483,0.0001152196,0.00005816112,0.00007346218,0.000218132,0.00002701521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006513583,"about_ca_system_score_gemma":0.00007887654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689623,"about_ca_topic_score_gemma":0.009025311,"domain_scores_codex":[0.9989447,0.00009064985,0.0002169046,0.0002512634,0.0002513051,0.0002451499],"domain_scores_gemma":[0.9995663,0.0001105268,0.00004003697,0.0001765489,0.00003364853,0.0000729223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00163761,0.001153055,0.9459681,0.0004994175,0.0001851097,0.0004074333,0.006163018,0.002197226,0.0004174885,0.001794118,0.01327038,0.02630706],"study_design_scores_gemma":[0.002213287,0.0002284434,0.9883253,0.0001270547,0.00003977459,0.000002205665,0.001746769,0.00459482,0.00001502193,0.000394471,0.002184928,0.0001279326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899999,0.001519967,0.00001310146,0.006207107,0.00007753583,0.0005636417,0.00007038929,0.0001004244,0.00144795],"genre_scores_gemma":[0.997687,0.0001394586,0.0000258068,0.0006060335,0.00006266641,0.00009041109,0.00005107389,0.00002116207,0.001316399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04235721,"threshold_uncertainty_score":0.5036335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922679807772412,"score_gpt":0.3011901640770411,"score_spread":0.281963365999317,"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."}}