{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003975512,0.0009856618,0.001368354,0.001596756,0.001320081,0.005497428,0.001472857,0.00702995,0.01395046],"category_scores_gemma":[0.01373457,0.0003941891,0.001336436,0.0009110516,0.00139958,0.004635166,0.002736837,0.009517814,0.005723546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500758,"about_ca_system_score_gemma":0.003235571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231613,"about_ca_topic_score_gemma":0.003657882,"domain_scores_codex":[0.9971288,0.0008371067,0.0002627144,0.0003909773,0.0009947915,0.000385709],"domain_scores_gemma":[0.9921167,0.003278353,0.0007963043,0.0003873913,0.002027512,0.001393725],"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":[0.001004829,0.0004402888,0.009658574,0.003715674,0.0005127845,0.0006896362,0.0004516912,0.0002389587,0.0009934313,0.01245481,0.4951167,0.4747225],"study_design_scores_gemma":[0.0003670472,0.0004919514,0.01203022,0.01039562,0.0006318496,0.001718228,0.001004158,0.0006486304,0.001100502,0.03740259,0.9340867,0.0001223833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005427925,0.3680918,0.002640481,0.5434517,0.06199308,0.0001632112,0.0007068127,0.0002168402,0.01730809],"genre_scores_gemma":[0.07991827,0.4736714,0.005449592,0.2156322,0.1994576,0.0003006065,0.001213015,0.0002293346,0.02412797],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01395046,"threshold_uncertainty_score":0.04666895,"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."}}