{"id":"W3000714810","doi":"10.1186/s12931-020-1283-8","title":"Comorbidities and survival in patients with chronic hypersensitivity pneumonitis","year":2020,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Comorbidity; Internal medicine; Hypersensitivity pneumonitis; Diabetes mellitus; Interstitial lung disease; GERD; Lung cancer; COPD; Prospective cohort study; Disease; Lung; Reflux","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":[0.000345476,0.00011253,0.0002484286,0.0001235957,0.000105996,0.00003163635,0.00005971606,0.00006398195,0.00004751359],"category_scores_gemma":[0.0001170895,0.00009365627,0.0000342969,0.0002934712,0.0003107389,0.0001078048,0.00009867732,0.0004566157,0.00003476897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536235,"about_ca_system_score_gemma":0.0002989468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000869,"about_ca_topic_score_gemma":0.00003852319,"domain_scores_codex":[0.9982948,0.0002600586,0.000145016,0.0003100202,0.0006236698,0.0003663846],"domain_scores_gemma":[0.9991999,0.00009602417,0.00001964283,0.0001629059,0.0002156941,0.000305864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009686438,0.000330017,0.975019,0.0007700182,0.00005064996,0.000941619,0.000359397,0.00000465171,0.004442899,0.0003945714,0.0006269841,0.007373708],"study_design_scores_gemma":[0.002621253,0.01130389,0.9769189,0.0003043283,0.00001684785,0.000004261744,0.0002785787,0.0002119486,0.0002924045,0.00001025828,0.007880943,0.0001564129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948923,0.0005488622,0.000003136706,0.0009243558,0.00002905635,0.000397877,0.00004485936,0.00002646775,0.003133095],"genre_scores_gemma":[0.9992728,0.00003585214,0.000008124535,0.0003586113,0.0002296618,0.0000156593,0.0000138378,0.00002273628,0.00004274302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097387,"threshold_uncertainty_score":0.3819192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701887258562365,"score_gpt":0.3215163521460266,"score_spread":0.2544974795604029,"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."}}