{"id":"W1964170833","doi":"10.1053/srin.2000.0150032","title":"Chronic bronchitis: The role of viruses","year":2000,"lang":"en","type":"review","venue":"Seminars in Respiratory Infections","topic":"Respiratory viral infections research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Chronic bronchitis; Sputum; Mucus; Respiratory tract; Immunology; Mucociliary clearance; Bronchitis; Desquamation; Lung; Pathogenesis; Respiratory disease; Pathology; Respiratory system; Airway; Biology; Internal medicine; Tuberculosis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000848929,0.0005934489,0.001872231,0.001607943,0.000293009,0.00005091767,0.0004511447,0.000696717,0.001469301],"category_scores_gemma":[0.0004226966,0.000428824,0.0009035809,0.002801491,0.0007229145,0.0001591796,0.0001639528,0.002142745,0.0005506442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138752,"about_ca_system_score_gemma":0.002300769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356213,"about_ca_topic_score_gemma":0.0002601832,"domain_scores_codex":[0.9958023,0.0008410899,0.00149988,0.0006380288,0.0005800443,0.0006386923],"domain_scores_gemma":[0.9970481,0.0006578309,0.0004161149,0.001548358,0.0001442212,0.0001853616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008137379,0.0002932395,0.001167813,0.003552689,0.0002058766,0.00003580356,0.00004062835,0.00002230052,0.00003747352,0.0002280231,0.000719277,0.9936888],"study_design_scores_gemma":[0.0003338268,0.0009746409,0.0001113039,0.01347813,0.0005330698,0.0001479598,0.00003756219,0.000003746589,0.0001208633,0.00007653487,0.9838626,0.0003197817],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000500518,0.9693033,0.000003500451,0.000009935354,0.0002256103,0.002233539,0.00007166968,0.0001118467,0.02754016],"genre_scores_gemma":[0.0002175117,0.9971861,0.000008529411,0.0001162667,0.0006941175,0.00116368,0.00001884832,0.0001314513,0.0004635139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.993369,"threshold_uncertainty_score":0.9998164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723417266446385,"score_gpt":0.4141569937668073,"score_spread":0.3469228211023434,"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."}}