{"id":"W2051668061","doi":"10.1159/000195532","title":"Bronchial Provocation Tests before and after Cessation of Smoking","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Smoking cessation; Provocation test; Spirometry; Airway; COPD; Anesthesia; Pulmonary function testing; Internal medicine; Chronic cough; Airway obstruction; Physical therapy; Asthma; Pathology","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":[0.00008309044,0.00006141732,0.0000948066,0.0000796099,0.00003345083,0.00001053786,0.00001425405,0.0000566879,0.00001577417],"category_scores_gemma":[0.00006837773,0.00005043301,0.00002569212,0.00009150591,0.00002655398,0.000143294,0.000004520602,0.00004165482,0.000001644376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002275239,"about_ca_system_score_gemma":0.00005539281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003901202,"about_ca_topic_score_gemma":0.00001452343,"domain_scores_codex":[0.9994616,0.00002155092,0.0001719075,0.0001166372,0.000159006,0.0000693261],"domain_scores_gemma":[0.9996814,0.000007525534,0.00007995151,0.00009952628,0.00008402739,0.00004756091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003338597,0.0001417075,0.5103619,0.0001130124,0.000008384652,0.000005042317,0.0004258199,0.00001191563,0.0251113,0.0003889604,0.00006558323,0.4630325],"study_design_scores_gemma":[0.0005260577,0.0006721308,0.9930295,0.00008441524,0.00003791928,0.000004151962,0.00001858506,0.0002095325,0.004192078,0.0002489167,0.0009318242,0.00004485614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983058,0.0002291708,0.0003452567,0.0003497199,0.00002808975,0.0002494493,0.000002011132,0.00002523051,0.0004652978],"genre_scores_gemma":[0.9992091,0.000004576228,0.0001393704,0.0003649164,0.0001924983,0.000009911853,0.00002044676,0.000005018375,0.00005412947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4826676,"threshold_uncertainty_score":0.2056598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997932244791131,"score_gpt":0.2767243988614849,"score_spread":0.2667450764135736,"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."}}