{"id":"W2072815302","doi":"10.1159/000152832","title":"Impact of Interventional Bronchoscopy on Quality of Life in Malignant Airway Obstruction","year":2008,"lang":"en","type":"article","venue":"Respiration","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Airway; Quality of life (healthcare); Airway obstruction; Bronchoscopy; Concomitant; Bronchial thermoplasty; Cryotherapy; Malignancy; Ablation; Surgery; Internal medicine; Airway resistance","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":[0.001650448,0.0002164615,0.0003751609,0.0004079165,0.0001970489,0.0003805275,0.0001526978,0.0002462638,0.0009588758],"category_scores_gemma":[0.00526381,0.0000533523,0.0006015377,0.0003572956,0.0002872717,0.0002445467,0.0004088267,0.0003508299,0.0000945982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345295,"about_ca_system_score_gemma":0.0001635837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003346852,"about_ca_topic_score_gemma":0.0004866361,"domain_scores_codex":[0.999097,0.0004536267,0.00007217806,0.00005628335,0.0002083292,0.0001126268],"domain_scores_gemma":[0.9964848,0.001086822,0.001509621,0.00007599914,0.0003151267,0.0005276976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009473806,0.0004750908,0.9556616,0.0001825239,0.0002910238,0.0001956567,0.0002586909,0.0003759134,0.001469218,0.00003500199,0.0003516964,0.03975623],"study_design_scores_gemma":[0.00001789859,0.001145303,0.9977617,0.00002052089,0.00006197115,0.0002741243,0.00007503524,0.0001726075,0.0001815968,0.00001963879,0.0002641641,0.000005351816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965805,0.002169642,0.0001194687,0.0001427663,0.00001178773,0.00001856367,0.00008972821,0.000004367216,0.0008632238],"genre_scores_gemma":[0.9994857,0.0002719986,0.00009256804,0.00002660484,0.00001071751,0.000009131049,0.00007016148,7.752596e-7,0.00003231545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001650448,"threshold_uncertainty_score":0.008728504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06519876687138906,"score_gpt":0.3610278630945454,"score_spread":0.2958290962231563,"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."}}