{"id":"W2510550253","doi":"10.1042/cs20160268","title":"Lung function and respiratory symptoms in a randomized smoking cessation trial of electronic cigarettes","year":2016,"lang":"en","type":"article","venue":"Clinical Science","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Spirometry; Smoking cessation; Respiratory system; Randomized controlled trial; Internal medicine; Pulmonary function testing; Physical therapy; Lung; Pathology; 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":[0.006975767,0.000085442,0.0004607507,0.0002080043,0.00005992502,0.00001402172,0.0001369334,0.00008106785,0.00008933827],"category_scores_gemma":[0.006780896,0.00005310512,0.0001131383,0.0005401724,0.002099323,0.0002509477,0.00009321165,0.0002066408,0.000001886408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965953,"about_ca_system_score_gemma":0.0009453759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001749662,"about_ca_topic_score_gemma":0.000004470613,"domain_scores_codex":[0.997623,0.0003216883,0.0006457243,0.0004439933,0.0006142312,0.0003513129],"domain_scores_gemma":[0.9975796,0.001660765,0.0001751844,0.000254325,0.00015544,0.0001746963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3846138,0.0004012356,0.4044257,0.00007421353,0.00005560734,0.000008084832,0.00004168972,0.000001755492,0.006597854,0.005488763,0.0000369261,0.1982544],"study_design_scores_gemma":[0.4026532,0.00047026,0.5929773,0.0001897755,0.0000581368,0.000001205738,0.00001498034,0.0008112118,0.0002949386,0.002371577,0.00008551041,0.00007190984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970814,0.0003902769,0.0002625317,0.0006323644,0.0002143442,0.0008717066,0.000001541094,0.00001723639,0.0005285983],"genre_scores_gemma":[0.9995048,0.00009876768,0.000009504189,0.0001110467,0.0001706382,0.00004287377,6.736475e-7,0.000006184875,0.00005552882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981825,"threshold_uncertainty_score":0.8117855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03173389532834202,"score_gpt":0.3730117615344772,"score_spread":0.3412778662061352,"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."}}