{"id":"W4396575998","doi":"10.1513/annalsats.202403-259rl","title":"Organic Exposures, Radiologic Features, and Patterns in Fibrotic Interstitial Lung Disease","year":2024,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University Health Network; University of Toronto; McMaster University; University of British Columbia; Université de Montréal; University of Saskatchewan","funders":"","keywords":"Medicine; Interstitial lung disease; Lung; Lung disease; Pathology; Disease; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Radiology; Fibrosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060531,0.000352207,0.0004818566,0.0009109409,0.001562787,0.001036528,0.0005686721,0.009203937,0.004443154],"category_scores_gemma":[0.005503498,0.0003200318,0.0003669794,0.0007010147,0.0008646355,0.001152227,0.0006433355,0.00490834,0.002185226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760916,"about_ca_system_score_gemma":0.001703589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112762,"about_ca_topic_score_gemma":0.02787006,"domain_scores_codex":[0.9991577,0.000297008,0.0001257098,0.00007648891,0.0002343467,0.0001088455],"domain_scores_gemma":[0.9981757,0.0008505924,0.0002080785,0.00005112852,0.0004584432,0.0002559685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001247889,0.00007924074,0.0168888,0.00007786075,0.000009847924,0.01881093,0.0001820571,0.00009865573,0.0003828681,0.002532241,0.937986,0.02282675],"study_design_scores_gemma":[0.0005151327,0.0002699511,0.07154217,0.001737004,0.00009314484,0.09562555,0.001376214,0.00173391,0.0005452412,0.01321648,0.8132487,0.00009648654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00775977,0.01292871,0.0002016961,0.929552,0.01335525,0.00004032741,0.0003444247,0.00005166221,0.03576624],"genre_scores_gemma":[0.09901015,0.01542839,0.0006413107,0.695168,0.1318165,0.00009708667,0.0004175043,0.00004372027,0.05737729],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01112762,"threshold_uncertainty_score":0.02212572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692617399375486,"score_gpt":0.3429789031682559,"score_spread":0.306052729174501,"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."}}