{"id":"W4405563697","doi":"10.1371/journal.pone.0302111","title":"Abnormally high exertional breathlessness predicts mortality in people referred for incremental cycle exercise testing","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Landstinget Blekinge; National Health and Medical Research Council; Medicinska Forskningsrådet; Vetenskapsrådet; Svenska Sällskapet för Medicinsk Forskning; Canada Excellence Research Chairs, Government of Canada","keywords":"Medicine; Cardiorespiratory fitness; Hazard ratio; Proportional hazards model; Confidence interval; Body mass index; Incremental exercise; Internal medicine; National Death Index; Cohort; Cardiology; Metabolic equivalent; Cohort study; Physical therapy; Heart rate; Blood pressure; Physical activity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007549784,0.0003243051,0.0003249578,0.0005529373,0.0002667921,0.0006021484,0.0004413219,0.0005811384,0.00124001],"category_scores_gemma":[0.003014733,0.0002401606,0.0005715434,0.0005449132,0.000199784,0.00029355,0.0004231704,0.000679206,0.0002581885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608372,"about_ca_system_score_gemma":0.0002190509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369643,"about_ca_topic_score_gemma":0.004640006,"domain_scores_codex":[0.9996769,0.00007976946,0.00002848646,0.00006462775,0.00007123807,0.00007888261],"domain_scores_gemma":[0.9985319,0.0002667163,0.0006660914,0.0001084633,0.0001745689,0.0002521458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005338071,0.00001677939,0.9994474,0.000003219453,0.00001988847,0.00002010996,0.00001324155,0.00001210002,0.00004560429,0.000002732286,0.00004430362,0.000321148],"study_design_scores_gemma":[0.000005026879,0.00006526613,0.9995949,0.000005983451,0.00002357852,0.00008408605,0.0000335959,0.0001280392,0.00001304287,0.00000981904,0.00003509158,0.000001571085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993042,0.0002131106,0.00004049646,0.00004228576,0.000007361125,0.000005087303,0.000201096,0.000003186144,0.0001831995],"genre_scores_gemma":[0.9994978,0.00006614427,0.0000362128,0.00001922341,0.00001376889,0.000004415524,0.0003005798,0.000001040464,0.00006075524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00369643,"threshold_uncertainty_score":0.007349849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710260398079763,"score_gpt":0.2709754342958107,"score_spread":0.213872830315013,"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."}}