{"id":"W2799301390","doi":"10.1093/qjmed/hcw127.017","title":"P081 <break /> Evaluation of the association of emphysema with pulmonary hypertension and effects on mortality in idiopathic pulmonary fibrosis","year":2016,"lang":"en","type":"article","venue":"QJM","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Pulmonary hypertension; Pulmonary fibrosis; Internal medicine; Cardiology; Idiopathic pulmonary fibrosis; Pulmonary emphysema; Fibrosis; Lung","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":[0.000946017,0.0001454065,0.0003753476,0.0001223095,0.00004838176,0.000003247309,0.00006487915,0.0001136191,0.00001145555],"category_scores_gemma":[0.0005053318,0.00007009425,0.00007288031,0.0002781256,0.0000733248,0.00009733965,0.00004938248,0.0001026068,0.000005823315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888605,"about_ca_system_score_gemma":0.0001504208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190564,"about_ca_topic_score_gemma":0.00002989164,"domain_scores_codex":[0.9976432,0.0003979929,0.0002603628,0.0002779888,0.001208077,0.0002123852],"domain_scores_gemma":[0.9986993,0.0002821394,0.0001876995,0.0003859369,0.0003575917,0.00008734976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006502399,0.000602011,0.6865491,0.0001541354,0.0000845014,0.0001333828,0.0000152103,0.000002416978,0.2892192,0.00001443033,0.00005209449,0.02252324],"study_design_scores_gemma":[0.002198295,0.000652755,0.9489052,0.001548379,0.0002294654,0.00007283696,0.00001330488,0.0006861272,0.04532002,0.0002795595,0.00002173598,0.0000723062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965129,0.0007387532,0.000001031342,0.001042322,0.00004805999,0.000809048,0.00001753199,0.00001113135,0.0008191483],"genre_scores_gemma":[0.9994681,0.0001294439,0.00001828812,0.00008210308,0.00003184766,0.00005082239,0.00001006085,0.00001507613,0.000194281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2623561,"threshold_uncertainty_score":0.2858361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547302403828209,"score_gpt":0.2817322421005494,"score_spread":0.2562592180622673,"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."}}