{"id":"W4386393524","doi":"10.1093/ageing/afad155","title":"Breathlessness limiting exertion in very old adults: findings from the Newcastle 85+ study","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council Canada; Medical Research Council; Directorate for Biological Sciences; Dunhill Medical Trust; British Heart Foundation; Newcastle University; National Institute for Health and Care Research","keywords":"Medicine; Limiting; Exertion; Perceived exertion; Physical therapy; Gerontology; Internal medicine; Blood pressure; Heart rate","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001597483,0.0001927543,0.0005307568,0.0008156523,0.0003930308,0.0007034862,0.0007248444,0.0003615023,0.00090743],"category_scores_gemma":[0.003385994,0.0002876691,0.0007225778,0.0006028438,0.0003164143,0.0004214106,0.001190762,0.0005485179,0.0001974352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004340654,"about_ca_system_score_gemma":0.0003834972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04580336,"about_ca_topic_score_gemma":0.07650391,"domain_scores_codex":[0.9990574,0.0002214745,0.0001679478,0.0001801875,0.0002592823,0.0001138419],"domain_scores_gemma":[0.9974832,0.0003059464,0.001125963,0.0002005588,0.0004145725,0.0004698407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007176196,0.00002358114,0.9982023,0.00007027919,0.0001077822,0.00003883822,0.0003936187,0.00001147895,0.00009315054,0.00001008867,0.0001749113,0.0008020664],"study_design_scores_gemma":[0.000001706424,0.00001827694,0.9997693,0.00001221236,0.00001707501,0.00001906056,0.00009979981,0.000008799129,0.000004432678,0.000002048703,0.00004614804,0.000001231293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978045,0.0007490923,0.00004264096,0.00006204933,0.000009421769,0.00002288679,0.0007316683,0.000002234105,0.0005754735],"genre_scores_gemma":[0.9987329,0.0002724064,0.00006142377,0.00003908569,0.000009203437,0.00002611083,0.0007109885,0.000001363819,0.0001465984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04580336,"threshold_uncertainty_score":0.09107351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837100774210724,"score_gpt":0.2939149821490283,"score_spread":0.2655439744069211,"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."}}