{"id":"W4400025205","doi":"10.17615/9193-gt72","title":"Association of Nonobstructive Chronic Bronchitis with Respiratory Health Outcomes in Adults","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate School of Public Health, University of Pittsburgh; McGill University Health Centre; McGill University; National Heart, Lung, and Blood Institute; University of Pittsburgh","keywords":"Chronic bronchitis; Bronchitis; Association (psychology); Medicine; Respiratory system; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037427,0.0003370847,0.0003993393,0.0006000815,0.0003042467,0.0004497363,0.0004476522,0.0005185234,0.001536668],"category_scores_gemma":[0.002558421,0.0002223409,0.0004895763,0.0008795246,0.0002420248,0.0003485948,0.0004464551,0.0006689407,0.0001507385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269503,"about_ca_system_score_gemma":0.0004463171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007545648,"about_ca_topic_score_gemma":0.01166398,"domain_scores_codex":[0.9992815,0.0001589922,0.0001244273,0.0001635052,0.000163,0.0001085633],"domain_scores_gemma":[0.9977927,0.0002373074,0.001247168,0.0001562905,0.0002643238,0.0003022123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004052855,0.00001371682,0.9993924,0.00001075742,0.00005791777,0.00001213138,0.000008134921,0.000009175255,0.00003480215,0.00000437786,0.00006229452,0.0003537778],"study_design_scores_gemma":[0.000005108405,0.00003553926,0.9997182,0.000005606148,0.00002965047,0.00005061191,0.00001317126,0.00004280961,0.00001441957,0.00000779233,0.00007580082,0.000001078758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943197,0.002482535,0.0001275025,0.0001723695,0.00002478224,0.00002324214,0.002167084,0.00000601448,0.0006768711],"genre_scores_gemma":[0.9978229,0.0004172005,0.00009149186,0.00005291412,0.00005274227,0.00001436521,0.00140483,0.000001577956,0.0001421973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007545648,"threshold_uncertainty_score":0.01500344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029595029760175,"score_gpt":0.3201876098289916,"score_spread":0.2998916595313899,"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."}}