{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006364559,0.0001539084,0.000266309,0.00004931716,0.00009699752,0.00001435038,0.0000339185,0.00008356007,0.00009769471],"category_scores_gemma":[0.000008496054,0.0001314801,0.00006291021,0.00008551175,0.0001329207,0.0001840176,0.00007703724,0.0002074549,0.00002179855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067556,"about_ca_system_score_gemma":0.0000473755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009155015,"about_ca_topic_score_gemma":0.000002202594,"domain_scores_codex":[0.9989901,0.0000680929,0.0001792009,0.0003076459,0.00023806,0.0002168945],"domain_scores_gemma":[0.9996951,0.00001293726,0.00004804058,0.0001321861,0.00001935811,0.00009241665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009469876,0.001363569,0.9696038,0.000335569,0.00007824541,0.001053236,0.001101786,9.449976e-7,0.009067102,0.0006741451,0.000044956,0.007206734],"study_design_scores_gemma":[0.001399925,0.001207252,0.995198,0.0003576074,0.0001237041,0.00003893166,0.0005854213,0.00004844144,0.0002718183,0.0001564643,0.0004127179,0.0001997929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996792,0.0009542546,0.00002136808,0.0003879484,0.00004649359,0.0002055929,0.0001071905,0.00002085898,0.001464282],"genre_scores_gemma":[0.9989675,0.00004423953,0.0001300877,0.0001818547,0.00009004513,0.00001252941,0.0001958224,0.0000246412,0.0003532894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02559409,"threshold_uncertainty_score":0.5361602,"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."}}