{"id":"W4211099881","doi":"10.1038/s41572-020-0191-z","title":"Hypersensitivity pneumonitis","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Hypersensitivity pneumonitis; Antigen; Immunology; Medicine; Extrinsic Allergic Alveolitis; Bronchoalveolar lavage; Immune system; Inhalation; Lung; Internal medicine","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002605444,0.001070045,0.00485984,0.0002206717,0.0001316672,0.00005594187,0.0003197978,0.0008668398,0.000215896],"category_scores_gemma":[0.0006437896,0.0007965033,0.004534942,0.0006889004,0.0001515624,0.0001193233,0.0001888767,0.002517314,0.00157383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414512,"about_ca_system_score_gemma":0.0015255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004545286,"about_ca_topic_score_gemma":2.475845e-7,"domain_scores_codex":[0.9960596,0.0005328021,0.001051861,0.001193344,0.0005917556,0.0005706518],"domain_scores_gemma":[0.9964291,0.0001044014,0.0005649678,0.00100389,0.0001222887,0.001775369],"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":[0.0002590544,0.0001572826,0.000001582482,0.0826424,0.0003197613,0.002029983,0.000005345572,7.46827e-9,9.585092e-7,0.0001500713,0.007365777,0.9070678],"study_design_scores_gemma":[0.0001898324,0.0002474378,0.00001354088,0.06452454,0.01394609,0.0002602394,0.000003237467,0.000004391248,1.532139e-7,0.000009265055,0.9201522,0.0006490535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.320578e-7,0.9897543,0.000007279914,0.0005407588,0.0007433292,0.003676742,0.0007213391,0.0001822511,0.004373706],"genre_scores_gemma":[0.00002867542,0.9941024,0.0002460126,0.001832629,0.001514242,0.0002644332,0.001397251,0.0001774177,0.0004369087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9127864,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882865836980234,"score_gpt":0.3703062034821877,"score_spread":0.3314775451123854,"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."}}