{"id":"W1998814098","doi":"10.1097/jto.0b013e3181f8a298","title":"Exercise Capacity, Lung Function, and Quality of Life After Interventional Bronchoscopy","year":2010,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Medical Research Council; Health Research Board","keywords":"Medicine; Spirometry; Quality of life (healthcare); Lung cancer; Airway obstruction; Prospective cohort study; Cohort; Internal medicine; Airway; Physical therapy; Surgery; Asthma","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":[0.0008163615,0.00008930418,0.0004836532,0.0001357882,0.00002625715,0.000005999529,0.00006310159,0.0001603354,0.0007243209],"category_scores_gemma":[0.0002294072,0.00006803049,0.000184618,0.00007835704,0.000188248,0.0001158499,0.00003022504,0.0005543332,0.00000421293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003144145,"about_ca_system_score_gemma":0.0002043736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003190078,"about_ca_topic_score_gemma":0.0001062883,"domain_scores_codex":[0.9988103,0.00008747035,0.0006696273,0.00009745552,0.0002126906,0.0001224738],"domain_scores_gemma":[0.9988164,0.00009201546,0.0004898079,0.0001036918,0.0002924892,0.0002056047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02119514,0.003093036,0.7605045,0.001609969,0.0004313486,0.00003120495,0.0007429142,0.000003764935,0.04503525,0.0006561701,0.00509606,0.1616007],"study_design_scores_gemma":[0.001560226,0.001782251,0.9875131,0.0002285299,0.0003163386,0.0001366882,0.0002471154,0.00001533544,0.0007410934,0.001388541,0.005987744,0.00008309889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993799,0.001384657,0.000560989,0.002744895,0.0008593799,0.00009308875,0.00000616706,0.000005948361,0.0005458535],"genre_scores_gemma":[0.9962926,0.00006998698,0.002814738,0.0002865585,0.0002738458,0.000003300766,0.000001599762,0.000007982751,0.0002493877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2270086,"threshold_uncertainty_score":0.7930806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081435813309142,"score_gpt":0.400684961662911,"score_spread":0.3698706035298196,"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."}}