{"id":"W3107295206","doi":"10.1513/annalsats.202004-398fr","title":"Residual Exertional Dyspnea in Cardiopulmonary Disease","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ventricle; Intensive care medicine; Pulmonary fibrosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007364135,0.0004462707,0.0003662383,0.0007565021,0.0004162655,0.001084417,0.0003535999,0.001002609,0.00200948],"category_scores_gemma":[0.00104328,0.0001108729,0.0002209554,0.0003456428,0.001201711,0.0009323393,0.001010092,0.002060292,0.0005547228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006189968,"about_ca_system_score_gemma":0.000452074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006626535,"about_ca_topic_score_gemma":0.0010849,"domain_scores_codex":[0.9997647,0.00009994919,0.00002805828,0.0000311945,0.00003818718,0.00003798012],"domain_scores_gemma":[0.9996136,0.000202906,0.00005995104,0.00001020107,0.00004881451,0.00006459839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004398116,0.0004896978,0.1231991,0.003788346,0.0001285525,0.009758472,0.006884662,0.001312795,0.009058247,0.1260313,0.2804862,0.4384228],"study_design_scores_gemma":[0.00006814001,0.001378666,0.1972806,0.006101065,0.0001390218,0.05211792,0.005371453,0.002188924,0.001479924,0.06847528,0.6652869,0.0001121914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1059271,0.6148537,0.01054003,0.1531858,0.02616108,0.000325074,0.0004019832,0.0001281425,0.08847711],"genre_scores_gemma":[0.6705813,0.2287811,0.005751453,0.0314894,0.03924074,0.0003114202,0.000428972,0.00004589253,0.02336984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00200948,"threshold_uncertainty_score":0.006722391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0924676388982643,"score_gpt":0.3943130986026442,"score_spread":0.3018454597043799,"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."}}