{"id":"W4404104234","doi":"10.1183/13993003.congress-2024.oa4559","title":"PM2.5 and NO2 exposure are associated with worse prognosis in IPF: Analysis of the UK PROFILE study","year":2024,"lang":"en","type":"article","venue":"","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":[0.001035205,0.000477516,0.0006887655,0.0008618675,0.0003431055,0.0007889279,0.0004965355,0.0006879786,0.00248031],"category_scores_gemma":[0.003053118,0.0003714292,0.001430939,0.001705117,0.0002322473,0.0003878266,0.001222819,0.0006348054,0.0004135699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210722,"about_ca_system_score_gemma":0.0003038783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01935952,"about_ca_topic_score_gemma":0.01574316,"domain_scores_codex":[0.9986993,0.0005674572,0.0001490819,0.0002342999,0.0001835211,0.0001663982],"domain_scores_gemma":[0.9974304,0.0003326693,0.001118411,0.0003041273,0.0003692877,0.0004450736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004672004,0.00001439272,0.9977695,0.00003764039,0.0002339077,0.0001039418,0.00006777726,0.00003628392,0.0001648404,0.00001543443,0.0004027009,0.0006863983],"study_design_scores_gemma":[0.00002218725,0.00007426197,0.9993099,0.00001675972,0.00006630342,0.0001235092,0.00006600298,0.0001092811,0.00001738911,0.000008544072,0.0001814325,0.000004458009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949157,0.0008319306,0.0001594979,0.00009110549,0.00002016753,0.00002977619,0.003454007,0.000004902061,0.0004929637],"genre_scores_gemma":[0.9970255,0.0002185595,0.0001004857,0.00004345184,0.00001755516,0.00003827692,0.002229344,0.000003976419,0.0003228102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935952,"threshold_uncertainty_score":0.03849369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675661803913106,"score_gpt":0.2523153296044421,"score_spread":0.2355587115653111,"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."}}