{"id":"W2885464317","doi":"10.1159/000490667","title":"Identifying Barriers to Idiopathic Pulmonary Fibrosis Treatment: A Survey of Patient and Physician Views","year":2018,"lang":"en","type":"article","venue":"Respiration","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; GlaxoSmithKline","keywords":"Medicine; Pulmonologists; Idiopathic pulmonary fibrosis; Internal medicine; Group B; Lung; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002008376,0.0001436664,0.0002906577,0.000123966,0.0001329812,0.00002277885,0.00003908858,0.00006304709,0.00003243837],"category_scores_gemma":[0.0001424528,0.0001229227,0.00008267631,0.0002581004,0.00007751054,0.0001305671,0.00003327431,0.00004336535,0.00002680571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044155,"about_ca_system_score_gemma":0.0001163609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007278463,"about_ca_topic_score_gemma":0.0001128834,"domain_scores_codex":[0.9988862,0.0001306527,0.0003297933,0.0002794841,0.0002027058,0.0001711491],"domain_scores_gemma":[0.9991519,0.00002054764,0.0001142308,0.0002410547,0.0002042928,0.0002679024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01566746,0.0006410858,0.0625179,0.0007534234,0.000194317,0.00006281061,0.006454322,0.00001246975,0.6593508,0.0003821265,0.0005914062,0.2533719],"study_design_scores_gemma":[0.002325297,0.06656164,0.7525997,0.0040522,0.0006911691,0.00006395431,0.001181419,0.004358398,0.1503086,0.0002952719,0.01662028,0.0009420222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969604,0.001034929,0.0002649574,0.0001227058,0.0001373741,0.0005033949,0.00007192721,0.00002515697,0.0008791742],"genre_scores_gemma":[0.9989335,0.00004866949,0.0001376692,0.0005062662,0.0002087982,0.00003374582,0.00004676674,0.00001851157,0.000066059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900818,"threshold_uncertainty_score":0.5012641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537197733403245,"score_gpt":0.304373596966993,"score_spread":0.2690016196329605,"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."}}