{"id":"W2950074235","doi":"10.1136/bmjopen-2018-026742","title":"Efficacy and safety of bronchial thermoplasty in clinical practice: a prospective, longitudinal, cohort study using evidence from the UK Severe Asthma Registry","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"University Hospitals of Leicester NHS Trust; University Hospital Southampton NHS Foundation Trust; National Institute for Health and Care Excellence","keywords":"Medicine; Bronchial thermoplasty; Asthma; Prospective cohort study; Cohort; Cohort study; Intensive care medicine; Epidemiology; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00920586,0.000352081,0.0006652371,0.001332281,0.0005073816,0.001185752,0.000645432,0.0009483515,0.002044926],"category_scores_gemma":[0.01910119,0.0006217515,0.001461283,0.002211474,0.0005266688,0.001776679,0.00125715,0.0009838294,0.0004899881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004910029,"about_ca_system_score_gemma":0.000799986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005656925,"about_ca_topic_score_gemma":0.006447336,"domain_scores_codex":[0.9921698,0.003781939,0.001192158,0.001201701,0.001125015,0.0005293779],"domain_scores_gemma":[0.9674579,0.007182816,0.01871042,0.002706014,0.002691508,0.001251369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005900247,0.00009575557,0.9968455,0.00007404613,0.0003597112,0.00003346167,0.0001839502,0.00002829399,0.0000606294,0.00001247818,0.0001519935,0.001564116],"study_design_scores_gemma":[0.0000880436,0.0007122017,0.9980999,0.00005879372,0.0001952249,0.000120562,0.0002443742,0.0001571431,0.00003673849,0.0000123824,0.000263998,0.00001054986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969222,0.001084981,0.0002049079,0.0001000977,0.00001301305,0.0001240268,0.001227776,0.000005536715,0.0003175196],"genre_scores_gemma":[0.99787,0.0003880684,0.0002490623,0.00006482546,0.00002343031,0.0001336351,0.001133041,0.000003735624,0.0001342161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00920586,"threshold_uncertainty_score":0.04868585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08626580991062437,"score_gpt":0.4494209506013018,"score_spread":0.3631551406906774,"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."}}