{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003888881,0.0005646928,0.0003325409,0.0009137078,0.0008302156,0.0003420643,0.0002763006,0.0006413699,0.0008666431],"category_scores_gemma":[0.0005837724,0.0003298828,0.0002296256,0.0003737757,0.0005591452,0.0002585871,0.0004802288,0.0002734428,0.0002073935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832812,"about_ca_system_score_gemma":0.0002319596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811043,"about_ca_topic_score_gemma":0.002467826,"domain_scores_codex":[0.999697,0.00004935919,0.0000367945,0.00008277185,0.00005560564,0.0000784891],"domain_scores_gemma":[0.9996538,0.000059398,0.00009361975,0.00002017018,0.00002933927,0.0001436414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002480748,0.00008883751,0.9772351,0.00003646774,0.00003023599,0.0115173,0.0004274521,0.00008513472,0.008269992,0.00001895747,0.0001257526,0.001916681],"study_design_scores_gemma":[0.000020946,0.0005656422,0.9712706,0.000009626138,0.00002516103,0.02681834,0.0003679262,0.0001906296,0.0005022303,0.00003198557,0.0001883035,0.000008578346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995903,0.0001339047,0.00008413637,0.00001720836,0.000002143882,0.000008852293,0.00002148271,0.000004768923,0.0001372671],"genre_scores_gemma":[0.9997934,0.00003906951,0.0000643521,0.00001616487,0.000009495022,0.000004026474,0.00003513476,8.045102e-7,0.00003748946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001811043,"threshold_uncertainty_score":0.003600955,"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."}}