{"id":"W4385557362","doi":"10.1111/joim.13707","title":"Occupational interstitial lung diseases","year":2023,"lang":"en","type":"review","venue":"Journal of Internal Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Paul's Hospital; University of British Columbia","funders":"Galecto; CSL Behring; Celgene; United Therapeutics Corporation; FibroGen; Shionogi; Sanofi","keywords":"Medicine; Lung; Interstitial lung disease; Intensive care medicine; Pathology; 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"],"consensus_categories":[],"category_scores_codex":[0.0004445226,0.000562362,0.003359486,0.001144403,0.00005823316,0.00002904396,0.0004961391,0.0002697704,0.0008473367],"category_scores_gemma":[0.0009136105,0.0003467683,0.001888844,0.0004142174,0.0002803586,0.0001620975,0.0001378977,0.001131089,0.000139008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00058062,"about_ca_system_score_gemma":0.001267678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003974264,"about_ca_topic_score_gemma":0.000001140318,"domain_scores_codex":[0.9956772,0.0001493783,0.002342265,0.000318219,0.001154093,0.0003588263],"domain_scores_gemma":[0.9961373,0.0004601341,0.001774148,0.000315144,0.0006242241,0.0006889996],"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":[0.009155064,0.000566652,0.0002355601,0.07819618,0.005509197,0.01550928,0.0002052167,8.368849e-7,0.000006069921,0.0002730933,0.2990667,0.5912762],"study_design_scores_gemma":[0.001046987,0.004696922,0.00005705733,0.2281977,0.008446158,0.006068377,0.00007661068,0.00002651352,2.35879e-7,0.00005808564,0.7510871,0.0002382912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001573543,0.9911617,0.0003305621,0.0002742097,0.006342795,0.0004065723,0.0001855382,0.00004593279,0.001236948],"genre_scores_gemma":[0.0002097664,0.9804208,0.00005402083,0.0003785121,0.01683527,0.00001515174,0.0001267237,0.0001132311,0.001846486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5910379,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146802577657777,"score_gpt":0.3978395808086352,"score_spread":0.3463715550320575,"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."}}