{"id":"W4386936299","doi":"10.1183/13993003.01449-2023","title":"Treatable traits: a comprehensive precision medicine approach in interstitial lung disease, but why were acute exacerbations not considered?","year":2023,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Interstitial lung disease; Trait; Medicine; Component (thermodynamics); Disease; Key (lock); Intensive care medicine; Precision medicine; Lung; Internal medicine; Pathology; Computer science","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":[0.005808651,0.0005688103,0.001377496,0.000698972,0.003548976,0.002850247,0.001425426,0.03830733,0.007494425],"category_scores_gemma":[0.04397603,0.0004210484,0.001298513,0.0006248504,0.003810296,0.006194381,0.001586451,0.04352488,0.005771517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004425345,"about_ca_system_score_gemma":0.004763464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894841,"about_ca_topic_score_gemma":0.009963432,"domain_scores_codex":[0.9955456,0.001650011,0.0007812452,0.0005179232,0.001105197,0.0003999281],"domain_scores_gemma":[0.969097,0.02059465,0.001078601,0.00104577,0.004663022,0.00352098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007337265,0.00005023092,0.001113595,0.0001462316,0.00002003576,0.002320369,0.0002116653,0.00008426975,0.0003883944,0.005043644,0.9638761,0.02667202],"study_design_scores_gemma":[0.0003100561,0.0002084161,0.004706401,0.001968756,0.00008061193,0.01141045,0.0009615724,0.0007919843,0.0004611561,0.05024647,0.9286947,0.0001595529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001591437,0.001574646,0.0001256267,0.9917956,0.005283289,0.000005720264,0.00002419182,0.00001432245,0.001017493],"genre_scores_gemma":[0.003727862,0.002299801,0.0005593663,0.9539907,0.03710816,0.00003291182,0.00003117898,0.00002318402,0.002226863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03830733,"threshold_uncertainty_score":0.03210831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05437850472253958,"score_gpt":0.2976098638759378,"score_spread":0.2432313591533982,"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."}}