{"id":"W2536250760","doi":"10.1080/17476348.2016.1251843","title":"Chronic breathlessness in patients with idiopathic pulmonary fibrosis: a major challenge for caregivers","year":2016,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Pulmonary disease; Intensive care medicine; COPD; Fibrosis; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008661402,0.001073755,0.006424871,0.0005849401,0.00008155074,0.000005363375,0.000538946,0.0004889005,0.0002306836],"category_scores_gemma":[0.0002905658,0.0005993161,0.001095941,0.0005856402,0.0004861386,0.0001628779,0.0001173333,0.0004873374,0.00002234286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009565307,"about_ca_system_score_gemma":0.001562732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003068156,"about_ca_topic_score_gemma":0.000004708575,"domain_scores_codex":[0.9947203,0.0003774292,0.002109328,0.001114326,0.000977229,0.000701374],"domain_scores_gemma":[0.9962399,0.0001726392,0.001227894,0.001331501,0.0005947889,0.000433285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007792654,0.0002174048,0.00001932678,0.4244631,0.0001939223,0.0001094502,0.00005692041,6.225653e-9,0.000001977448,0.00005155712,0.001369815,0.5727372],"study_design_scores_gemma":[0.001778103,0.006223452,0.00001899495,0.4866284,0.001021953,0.00001627911,0.00002739895,1.651287e-7,4.304736e-7,0.000001874656,0.5039537,0.0003292038],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003099195,0.9915183,0.00002848421,0.0004194017,0.0004845654,0.006323484,0.0002776388,0.00005305351,0.0008920309],"genre_scores_gemma":[0.0001711558,0.9943124,0.00003126905,0.0004647753,0.002556751,0.001849532,0.0003125429,0.0001992078,0.0001023424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.572408,"threshold_uncertainty_score":0.9996458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326014072783099,"score_gpt":0.3297402330955281,"score_spread":0.3064800923676971,"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."}}