{"id":"W2917581287","doi":"10.2147/copd.s192003","title":"<p>Longitudinal comparison of outcomes in patients with smoking-related asthma-COPD overlap and in non-smoking asthmatics with incomplete reversibility of airway obstruction</p>","year":2019,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Exacerbation; Asthma; Medicine; COPD; Asthma exacerbations; Internal medicine; Airway obstruction; Airway; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003219215,0.0001950709,0.00077172,0.0005109396,0.00002062164,0.00001556898,0.0001965839,0.00009295316,0.0001040325],"category_scores_gemma":[0.0001217697,0.0001393532,0.0001099336,0.0002377619,0.0001639207,0.0002872919,0.00006292095,0.0003247029,0.000001219495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212435,"about_ca_system_score_gemma":0.0001869569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000184161,"about_ca_topic_score_gemma":0.00006108401,"domain_scores_codex":[0.9973115,0.00006994493,0.001112977,0.0001932651,0.001148807,0.0001634513],"domain_scores_gemma":[0.99753,0.0001566036,0.001170649,0.0001757502,0.0008621851,0.0001048007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002813513,0.0006963425,0.9921579,0.0001258317,0.0003147589,0.0000451119,0.0004341819,0.001429678,0.0002985338,0.00005838419,0.0000319135,0.001593866],"study_design_scores_gemma":[0.009153311,0.001238862,0.9865348,0.001581478,0.00006512957,0.00004612481,0.0002334361,0.0005020588,0.000342512,0.00004106301,0.0001316485,0.0001296084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987423,0.0001636447,0.0001030651,0.0001050639,0.0003051158,0.0002689656,0.00002579205,0.000004576608,0.000281454],"genre_scores_gemma":[0.9992529,0.000007567236,0.0006080924,0.0000358287,0.00003147454,0.000001342043,0.00001167593,0.0000171636,0.00003402829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006339798,"threshold_uncertainty_score":0.5682659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009328414538522414,"score_gpt":0.2671657732430154,"score_spread":0.257837358704493,"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."}}