{"id":"W4200104021","doi":"10.1136/thoraxjnl-2021-217652","title":"Relative environmental and social disadvantage in patients with idiopathic pulmonary fibrosis","year":2021,"lang":"en","type":"article","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute for Occupational Safety and Health; University of California, San Francisco; CHEST Foundation","keywords":"Medicine; Quartile; Cohort; Population; Internal medicine; Proportional hazards model; Idiopathic pulmonary fibrosis; Cohort study; Hazard ratio; Relative risk; Demography; Environmental health; Lung; Confidence interval","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":[0.0005797954,0.0002172275,0.0002899844,0.0007187928,0.0005090323,0.0004791115,0.0002729594,0.0004646396,0.001550616],"category_scores_gemma":[0.002137596,0.0001237344,0.0003812045,0.0009814191,0.0002645787,0.0003407209,0.0006212004,0.0006198179,0.0001317296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768502,"about_ca_system_score_gemma":0.0002784777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005516181,"about_ca_topic_score_gemma":0.006347788,"domain_scores_codex":[0.9996104,0.000116868,0.00004136476,0.00007563695,0.00008203692,0.00007388229],"domain_scores_gemma":[0.9988455,0.0001793847,0.0006380955,0.00005261346,0.00007313432,0.0002113485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004699439,0.00001311016,0.9992141,0.000004972592,0.00002280812,0.0000319558,0.00003160822,0.00002757948,0.00002630506,0.0000115307,0.00004486713,0.0005241288],"study_design_scores_gemma":[0.000003211521,0.00003514871,0.9995592,0.000004946692,0.00001148603,0.000115736,0.0000691196,0.0001035955,0.000008199209,0.00002711941,0.00006035599,0.000001774985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990539,0.0002556548,0.00003536196,0.00008922809,0.000004082797,0.000004516732,0.0002397737,0.000001468769,0.0003160549],"genre_scores_gemma":[0.9996907,0.00005619377,0.00002706478,0.00001636487,0.0000082796,0.000004648485,0.0001611182,5.249677e-7,0.00003523385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005516181,"threshold_uncertainty_score":0.01096815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004586245865379737,"score_gpt":0.2148282843284688,"score_spread":0.2102420384630891,"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."}}