{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003918617,0.0001412358,0.0003171043,0.0006621126,0.0007327034,0.0008759279,0.0002401176,0.0007817768,0.001608469],"category_scores_gemma":[0.01009974,0.0002375798,0.0004106663,0.0006427171,0.0004534826,0.0008414725,0.0008900083,0.0007252103,0.0002113442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628522,"about_ca_system_score_gemma":0.0006830323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006669188,"about_ca_topic_score_gemma":0.005480579,"domain_scores_codex":[0.9972808,0.001505407,0.0002905627,0.0001366583,0.0004315644,0.0003549657],"domain_scores_gemma":[0.9904014,0.00420555,0.003134263,0.0001461615,0.0009873819,0.001125255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058331,0.0001446437,0.9697559,0.0001013968,0.00004856139,0.0001957313,0.02159195,0.00005462477,0.0004041035,0.00005435367,0.0004682229,0.007074696],"study_design_scores_gemma":[0.00002008701,0.000500456,0.9320527,0.0001051107,0.00002839949,0.0005978409,0.06426045,0.0003342628,0.000132936,0.00002988449,0.001918966,0.00001887086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988482,0.0001583368,0.00004961434,0.0003040114,0.000003534607,0.00001563655,0.00009724611,0.000001747118,0.0005217092],"genre_scores_gemma":[0.9993083,0.0001780053,0.00008959329,0.000215104,0.000005533098,0.00001781442,0.00006459505,0.000001125534,0.0001199989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006669188,"threshold_uncertainty_score":0.02072388,"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."}}