{"id":"W3082561169","doi":"10.2147/copd.s263430","title":"&lt;p&gt;A Proposed Approach to Chronic Airway Disease (CAD) Using Therapeutic Goals and Treatable Traits: A Look to the Future&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Grifols; Sanofi; CSL Behring; GlaxoSmithKline; Teva Pharmaceutical Industries; AstraZeneca","keywords":"Medicine; COPD; Bronchiectasis; Asthma; Biomarker; Disease; Intensive care medicine; Precision medicine; Airway obstruction; Clinical trial; Airway; Internal medicine; Pathology; Lung; 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":[0.007851078,0.001079744,0.001147264,0.001650704,0.001519023,0.005908256,0.001786227,0.004844853,0.005664199],"category_scores_gemma":[0.008844629,0.0003172174,0.001486678,0.001023152,0.00642795,0.004819547,0.003037502,0.00932131,0.002656182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856349,"about_ca_system_score_gemma":0.007341888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547457,"about_ca_topic_score_gemma":0.002913103,"domain_scores_codex":[0.9965509,0.002055632,0.0002594072,0.0003611411,0.0006007345,0.0001721311],"domain_scores_gemma":[0.9937249,0.002665666,0.0004880512,0.0004763776,0.001565039,0.001080044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002646953,0.0003547706,0.003325802,0.002458397,0.0001407742,0.0007469721,0.0009718448,0.001056531,0.001223323,0.2892759,0.1822346,0.5179465],"study_design_scores_gemma":[0.0001617674,0.0008010002,0.003189654,0.003712066,0.0002203459,0.002932517,0.002087028,0.005268801,0.001414966,0.3182336,0.6617972,0.0001811104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004077419,0.1434401,0.1172134,0.6624954,0.02475048,0.0003806519,0.0002725134,0.0008583049,0.04651169],"genre_scores_gemma":[0.1901997,0.1988307,0.3046465,0.2164011,0.0445024,0.001663884,0.0006796746,0.0007286262,0.04234744],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007851078,"threshold_uncertainty_score":0.04152095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071155702320416,"score_gpt":0.2836551546379011,"score_spread":0.262943597614697,"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."}}