{"id":"W2071439633","doi":"10.1378/chest.129.3.661","title":"Smoking and Asthma","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Hôpital du Sacré-Cœur de Montréal; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Asthma; Methacholine; Bronchoconstriction; Bronchodilator; Internal medicine; Pulmonary function testing; Airway; COPD; Spirometry; Sputum; Respiratory disease; Lung; Anesthesia; 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":[0.00007813649,0.00005466555,0.0000893598,0.00004464532,0.0001009834,0.00003121162,0.00002051646,0.00003244108,0.0001216348],"category_scores_gemma":[0.00001979337,0.00003894756,0.00004323862,0.0000387531,0.00004496287,0.00004779414,0.0000096799,0.0001480229,0.00000824885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858745,"about_ca_system_score_gemma":0.00005216006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002191469,"about_ca_topic_score_gemma":6.55252e-7,"domain_scores_codex":[0.999589,0.00001040808,0.0001080051,0.00006116868,0.0001181235,0.0001133354],"domain_scores_gemma":[0.9997346,0.00001021541,0.00004030067,0.0000493209,0.00003384739,0.0001317202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009855648,0.0001970332,0.8626376,0.000130106,0.00004024021,0.001537238,0.00009478503,0.000008960716,0.008156017,0.0003824257,0.01503803,0.111679],"study_design_scores_gemma":[0.0007184423,0.00008301815,0.8024201,0.00006518514,0.00002717192,0.001801172,0.0000763361,0.00001469199,0.0007754019,0.0002317286,0.1937335,0.00005319026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898306,0.003106524,0.0002338369,0.0004915734,0.00009279506,0.00002801796,6.261121e-7,0.00001569639,0.006200319],"genre_scores_gemma":[0.9976671,0.00003282316,0.0003763512,0.0002843205,0.0009955033,5.029776e-7,0.000001015788,0.000008201228,0.0006342022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786955,"threshold_uncertainty_score":0.1588236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119795757343608,"score_gpt":0.2540045817203653,"score_spread":0.2428066241469292,"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."}}