{"id":"W4379016099","doi":"10.1183/13993003.00404-2023","title":"Treatable traits: a comprehensive precision medicine approach in interstitial lung disease","year":2023,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Health and Medical Research Council","keywords":"Medicine; Intensive care medicine; Interstitial lung disease; Quality of life (healthcare); Psychological intervention; Disease; Precision medicine; Multidisciplinary approach; Etiology; Lung; Pathology; Internal medicine; Nursing","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":[0.04136199,0.001208498,0.002480597,0.003866003,0.002137942,0.007650239,0.002634031,0.003811279,0.002994294],"category_scores_gemma":[0.06356046,0.0004676197,0.002488578,0.002192604,0.007479717,0.005120323,0.006125879,0.007162083,0.0005283598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006653553,"about_ca_system_score_gemma":0.01467004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006683329,"about_ca_topic_score_gemma":0.01097027,"domain_scores_codex":[0.9766166,0.01691498,0.001085165,0.001898827,0.002982723,0.000501709],"domain_scores_gemma":[0.9457148,0.03914414,0.003979795,0.004291824,0.004837222,0.002032217],"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":[0.0003399599,0.000379595,0.03979583,0.005405925,0.001665356,0.0009522834,0.00705705,0.009557075,0.001456534,0.3328144,0.03007437,0.5705017],"study_design_scores_gemma":[0.0001570188,0.0006121215,0.0234703,0.008844695,0.001218287,0.001476906,0.003107501,0.008962991,0.001003776,0.8405046,0.1103842,0.0002576758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02063201,0.1440556,0.4506392,0.3361856,0.003164154,0.0008388817,0.001258354,0.0007204679,0.04250576],"genre_scores_gemma":[0.5153418,0.07433348,0.3458387,0.05337165,0.005018929,0.001588458,0.0008180746,0.0001566244,0.003532305],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04136199,"threshold_uncertainty_score":0.2187457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416690068397222,"score_gpt":0.3040164372795784,"score_spread":0.2623474304398563,"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."}}