{"id":"W1938466749","doi":"10.1513/annalsats.201501-064oc","title":"Diffuse Lung Disease in Biopsied Children 2 to 18 Years of Age. Application of the chILD Classification Scheme","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Crackles; Interstitial lung disease; Tachypnea; Lung biopsy; Cohort; Lung; Pediatrics; Classification scheme; Bronchiolitis; Biopsy; Internal medicine; Respiratory system","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":[],"consensus_categories":[],"category_scores_codex":[0.0002735344,0.0001019619,0.0002932205,0.00003503211,0.00003178426,0.00000388004,0.0003195863,0.00003317188,0.000002784497],"category_scores_gemma":[0.0001701593,0.00007103905,0.0003819653,0.0007048183,0.0004210628,0.00004119794,0.0001329999,0.0001248553,0.000001706688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003918755,"about_ca_system_score_gemma":0.0001151192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005088017,"about_ca_topic_score_gemma":0.000002333428,"domain_scores_codex":[0.998888,0.0000916428,0.0003217168,0.0001910643,0.0003581744,0.0001494619],"domain_scores_gemma":[0.9985632,0.0000256036,0.0004405815,0.0006696008,0.0001598613,0.0001411652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005785239,0.002099885,0.9049172,0.0004013393,0.0003453872,0.000001564337,0.003138054,0.0001921418,0.04177342,0.000569032,0.01200988,0.02876684],"study_design_scores_gemma":[0.000249685,0.0001787572,0.9944791,0.0002773762,0.00009352561,0.000001157605,0.0004391704,0.001911064,0.001986578,0.00009667229,0.0002080034,0.00007895668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993865,0.0002569332,0.0001235748,0.004867999,0.00003922313,0.0005853436,0.00009998933,0.00001132979,0.0001506678],"genre_scores_gemma":[0.9982875,0.00008694703,0.0002766998,0.001187174,0.00005582693,0.00002823773,0.00002095687,0.00001554341,0.00004111147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08956183,"threshold_uncertainty_score":0.2896889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872943681839591,"score_gpt":0.3723959184600281,"score_spread":0.3136664816416321,"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."}}