{"id":"W2970781402","doi":"10.1002/ajim.23038","title":"Severe lung disease characterized by lymphocytic bronchiolitis, alveolar ductitis, and emphysema (BADE) in industrial machine‐manufacturing workers","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; National Institute for Occupational Safety and Health; National Institute of General Medical Sciences; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Foundation for the National Institutes of Health","keywords":"Medicine; Bronchiolitis; Occupational lung disease; Lung; Hypersensitivity pneumonitis; Pathology; Etiology; Silicosis; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006287502,0.0003348728,0.00119722,0.0004202271,0.00005132725,0.00002403114,0.0001688956,0.000148891,0.0003633055],"category_scores_gemma":[0.0004351319,0.0002580777,0.0001376724,0.0003955255,0.0003275419,0.0002884887,0.00004897629,0.0009977689,0.0000075091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375078,"about_ca_system_score_gemma":0.000896562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006142723,"about_ca_topic_score_gemma":0.000003388347,"domain_scores_codex":[0.9972056,0.0002300222,0.001062804,0.0003255815,0.0007561534,0.0004198424],"domain_scores_gemma":[0.9977469,0.0003268309,0.0008617335,0.0002335179,0.0001060288,0.0007249611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006983457,0.0001356844,0.7025454,0.000037108,0.0002894601,0.0004116609,0.00025323,0.00001840153,0.001627576,0.00001058361,0.004326566,0.2833609],"study_design_scores_gemma":[0.2114168,0.01676836,0.6520406,0.02448149,0.002353011,0.005880551,0.007549869,0.0004692138,0.003104646,0.0001180383,0.07322659,0.002590837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927333,0.001401117,0.00002502782,0.004038422,0.0009430625,0.0006112276,0.00003967599,0.0000154254,0.0001927632],"genre_scores_gemma":[0.9950305,0.0003092308,0.00006352206,0.0008579959,0.003402967,0.000007145543,0.00007795325,0.00004020846,0.0002105436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28077,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283479784817014,"score_gpt":0.2554904000597252,"score_spread":0.2426556022115551,"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."}}