{"id":"W2004020266","doi":"10.1016/j.carj.2009.11.007","title":"Dynamic Airway Evaluation with Volume CT: Initial Experience","year":2010,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Tracheomalacia; Tracheobronchomalacia; Airway; Radiology; Double aortic arch; Aortic arch; Expiration; Nuclear medicine; Bronchoscopy; Vascular ring; Main Bronchus; Bronchus; Aorta; Anatomy; Surgery; Lung; Respiratory disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008081762,0.0001036726,0.0002183348,0.0001895867,0.0001555471,0.0000264205,0.0001006651,0.0001051116,0.0007304039],"category_scores_gemma":[0.0009038014,0.00008440363,0.00007167664,0.0001666733,0.0001100182,0.0001302583,0.000003471215,0.00056012,0.00001657355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007990341,"about_ca_system_score_gemma":0.001626782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580516,"about_ca_topic_score_gemma":0.07352677,"domain_scores_codex":[0.9987924,0.00007791322,0.0002751631,0.0001350877,0.0004100105,0.0003094608],"domain_scores_gemma":[0.9986269,0.00004321429,0.0003405662,0.000119032,0.0004662347,0.0004040726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003143,0.00008697835,0.9275119,0.00001883183,0.0001548469,0.0001139255,0.001235544,0.0002800079,0.002220519,0.0001874944,0.007791586,0.06029805],"study_design_scores_gemma":[0.002566093,0.0004728312,0.978501,0.00004010529,0.0001197313,0.001024383,0.0006193809,0.003150688,0.0001592362,0.0001919981,0.01296591,0.0001886666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892627,0.0000720294,0.0001578433,0.005556183,0.000492001,0.0001965207,0.00002036533,0.00001424854,0.0042281],"genre_scores_gemma":[0.9978051,0.00002527788,0.0007596691,0.0003268096,0.0001397369,0.000009364211,0.000032832,0.00001095502,0.0008902439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07094625,"threshold_uncertainty_score":0.9433789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150966385651072,"score_gpt":0.2853241247333634,"score_spread":0.2738144608768527,"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."}}