{"id":"W3213362712","doi":"10.1016/j.chest.2021.10.044","title":"Bronchial Thermoplasty in Patients With Severe Asthma at 5 Years","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of British Columbia","funders":"Boston Scientific Corporation","keywords":"Bronchial thermoplasty; Asthma; Medicine; Intensive care medicine; Internal medicine; Bronchoconstriction","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":[0.00005161793,0.00008773799,0.0001548737,0.00004555396,0.00005891353,0.00001941809,0.00003961645,0.00004987001,0.0008292071],"category_scores_gemma":[0.00003802996,0.00006183868,0.00006115152,0.0001080401,0.00003964048,0.00006201048,0.00003098489,0.0002423778,0.00005031326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129632,"about_ca_system_score_gemma":0.0002842638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.181918e-7,"about_ca_topic_score_gemma":0.00001150893,"domain_scores_codex":[0.9992468,0.00003763585,0.0001460107,0.000119849,0.0002676311,0.0001820469],"domain_scores_gemma":[0.999522,0.00001333452,0.00005964986,0.0001106518,0.00008523321,0.0002091263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004590361,0.0002775579,0.9784709,0.00002477581,0.00002498803,0.00104985,0.0001445,0.00001387916,0.0001392468,0.000002371912,0.00110705,0.01828589],"study_design_scores_gemma":[0.00363087,0.0002378881,0.9695835,0.0001214036,0.00001745334,0.0004124255,0.00009409799,0.000002480633,0.0001425872,0.000005712994,0.02566986,0.00008178811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997932,0.0002641465,0.000007742851,0.0001298227,0.0001282953,0.00005774441,0.000005064515,0.00000843885,0.001466741],"genre_scores_gemma":[0.9982832,0.00001193079,0.0002134581,0.0003300588,0.000274281,0.000001149776,0.00001112784,0.00001703531,0.0008577483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456281,"threshold_uncertainty_score":0.9079237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006150558125965244,"score_gpt":0.2160828761389828,"score_spread":0.2099323180130175,"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."}}