{"id":"W4390584441","doi":"10.1186/s12931-023-02649-2","title":"Association between cigar use, with and without cigarettes, and incident diagnosed COPD: a longitudinal cohort study","year":2024,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; COPD; Demography; Longitudinal study; Population; Generalized estimating equation; Cohort; Prospective cohort study; Incidence (geometry); Environmental health; Obesity; Asthma; Internal medicine; 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":[0.003091975,0.0001361044,0.0002745783,0.0003435184,0.0002032932,0.0003295429,0.00005491527,0.0001293979,0.00003833212],"category_scores_gemma":[0.0004403245,0.0001069382,0.00002089653,0.0004944197,0.0001148164,0.0002272639,0.00008205888,0.0006832169,0.000004059697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070695,"about_ca_system_score_gemma":0.0002216943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003423869,"about_ca_topic_score_gemma":0.0001211299,"domain_scores_codex":[0.9971943,0.0003089212,0.0002119093,0.0004948712,0.001466119,0.0003238952],"domain_scores_gemma":[0.998648,0.0005226087,0.00004003103,0.0002542386,0.0003441051,0.0001910515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007718116,0.00008639393,0.9957042,0.0000652984,0.0002402031,0.0001982723,0.0004292591,1.023236e-7,0.0001179189,0.00001322717,0.0009991173,0.002068819],"study_design_scores_gemma":[0.001066473,0.001085065,0.9949468,0.0002149297,0.0003589182,0.0000101161,0.0002699428,0.000009413714,0.0002614601,0.000008362103,0.001654858,0.0001136809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979677,0.0003311226,0.00001150436,0.00020819,0.00004032196,0.001206018,0.00001105112,0.00008534795,0.0001387492],"genre_scores_gemma":[0.9988775,0.00004782014,0.000006028422,0.00004903628,0.0002146682,0.0001583235,0.00001441364,0.0000346182,0.000597552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00265165,"threshold_uncertainty_score":0.4360813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282363048090415,"score_gpt":0.4100079835713514,"score_spread":0.28177167876231,"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."}}