{"id":"W2022413279","doi":"10.1016/j.pharmthera.2013.07.001","title":"Targeted therapy of bronchitis in obstructive airway diseases","year":2013,"lang":"en","type":"review","venue":"Pharmacology & Therapeutics","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Sputum; Medicine; Bronchitis; Immunology; Chronic bronchitis; Eosinophilia; Eosinophilic; Asthma; Airway; Disease; COPD; Internal medicine; Pathology; Tuberculosis; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004949268,0.001157801,0.002203887,0.002118423,0.0002326225,0.0008736602,0.0008525114,0.0008739367,0.00410878],"category_scores_gemma":[0.0004614233,0.0003285194,0.000784102,0.001566839,0.0003797181,0.0008794822,0.0006613911,0.001988151,0.002179196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800946,"about_ca_system_score_gemma":0.0007473596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009955334,"about_ca_topic_score_gemma":0.002453887,"domain_scores_codex":[0.9998547,0.00002158013,0.00001976704,0.00002216023,0.00006041092,0.00002137393],"domain_scores_gemma":[0.9998253,0.0000706656,0.00003609766,0.00000562079,0.00004265468,0.00001967014],"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":[0.000157745,0.0002114609,0.000113666,0.02077129,0.0001922261,0.0001818191,0.0000446759,0.0004741327,0.005189151,0.001649644,0.02316899,0.9478452],"study_design_scores_gemma":[0.0001554279,0.0003826874,0.001227949,0.004737081,0.0005386762,0.001218701,0.00004166616,0.000247982,0.001443644,0.001232408,0.9887399,0.00003378163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001886238,0.9981243,0.0002218305,0.0001228534,0.0001857519,0.00001350157,0.00002513481,0.00001090919,0.001107174],"genre_scores_gemma":[0.001023577,0.9975362,0.0002673134,0.0001869374,0.0001449358,0.0000109956,0.00003772592,0.000001702341,0.0007907341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00410878,"threshold_uncertainty_score":0.01374525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06302447195237046,"score_gpt":0.3879083475067019,"score_spread":0.3248838755543315,"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."}}