{"id":"W7111948502","doi":"","title":"Inevitability and invisibility of breathlessness:Perceptions and barriers to management in Interstitial Lung Disease","year":2025,"lang":"en","type":"article","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invisibility; Qualitative research; Neglect; Distress; Focus group; Interstitial lung disease; Disease; Visibility","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":[0.0007565837,0.0001607268,0.0005014026,0.001126254,0.0002466558,0.000007784002,0.0002746264,0.0001118572,0.0003508963],"category_scores_gemma":[0.0001763178,0.0002092259,0.0001624932,0.0008318147,0.001414222,0.000243863,0.000844657,0.0002748271,0.000001354625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324656,"about_ca_system_score_gemma":0.0003743547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575632,"about_ca_topic_score_gemma":0.0008747022,"domain_scores_codex":[0.998282,0.0001610793,0.0002455766,0.0005397433,0.0004461526,0.0003254324],"domain_scores_gemma":[0.9983877,0.0001191781,0.00009683736,0.0004284022,0.000369373,0.0005985139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03047609,0.001952057,0.8909171,0.01082197,0.0006735426,0.002134287,0.01393334,0.00004548464,0.01064036,0.009572234,0.002818812,0.02601471],"study_design_scores_gemma":[0.004023,0.001389994,0.8293742,0.003447785,0.0005629332,0.000008160897,0.1560475,0.002859049,0.0001782613,0.0005994654,0.001138113,0.0003715429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924356,0.0002086352,0.0007043661,0.0009221258,0.00004060295,0.0008071618,0.0001943319,0.00001906437,0.004668118],"genre_scores_gemma":[0.9980867,0.0003089965,0.000683155,0.00002162816,0.000008297463,3.148532e-7,0.00001913109,0.000007325853,0.0008644864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1421142,"threshold_uncertainty_score":0.8531984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324265857178316,"score_gpt":0.2938763231933653,"score_spread":0.2806336646215821,"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."}}