{"id":"W2766630760","doi":"10.1136/thoraxjnl-2017-210808","title":"Air pollution exposure and IPF: prevention when there is no cure","year":2017,"lang":"en","type":"letter","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Air pollution; Pollution; Environmental health; Intensive care 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":[0.0001258934,0.0003191261,0.0004573286,0.0000876457,0.0001945746,0.00005726241,0.000168925,0.0008105875,0.0007390499],"category_scores_gemma":[0.00002829275,0.0002668115,0.0002818866,0.00002478313,0.0001189602,0.0001494578,0.00008648101,0.0009009976,0.0002527407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008287305,"about_ca_system_score_gemma":0.0001364706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009754829,"about_ca_topic_score_gemma":0.000001780412,"domain_scores_codex":[0.9985808,0.00008067552,0.0002363627,0.0004505403,0.0003476492,0.0003039635],"domain_scores_gemma":[0.9988497,0.0000115032,0.0002253866,0.000668425,0.0001412039,0.0001037295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006106869,0.00004033125,0.0001028268,0.00100832,0.0001190979,0.0004722471,0.0001173297,5.697084e-8,0.0001399182,0.00001874215,0.9945262,0.002844226],"study_design_scores_gemma":[0.0004994998,0.001921833,0.001661224,0.002306998,0.0006457557,0.0001456565,0.00002265427,0.00001986088,0.00003808372,0.0008872187,0.9915535,0.0002976943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005172894,0.01006018,0.0001063861,0.949093,0.001507536,0.00114364,0.0007381961,0.0001653935,0.0320128],"genre_scores_gemma":[0.1441769,0.001235371,0.0005354182,0.5472133,0.0231762,0.00009657451,0.002014785,0.0001886304,0.2813628],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4018796,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803955370611322,"score_gpt":0.2807565124149878,"score_spread":0.2627169587088746,"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."}}