{"id":"W4404101000","doi":"10.1183/13993003.congress-2024.pa1676","title":"Dynamic interactions between submaximal leg effort and dyspnoea during incremental CPET: implications for exercise tolerance in COPD","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Queen's University","funders":"","keywords":"COPD; Physical medicine and rehabilitation; Computer science; Physical therapy; Medicine; Internal medicine","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":[0.0006332655,0.0003774423,0.0003077965,0.0004158274,0.0001393295,0.0006584611,0.0003501688,0.0003592847,0.003202196],"category_scores_gemma":[0.003221504,0.0001467978,0.0003246453,0.0004206673,0.0001903919,0.0004735635,0.0003369162,0.0004338227,0.0003337767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975622,"about_ca_system_score_gemma":0.000207746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293798,"about_ca_topic_score_gemma":0.002690458,"domain_scores_codex":[0.9997867,0.00007418765,0.0000205808,0.00005004797,0.00004497718,0.00002349624],"domain_scores_gemma":[0.9987938,0.0007477783,0.0002177004,0.00005812182,0.00009336579,0.00008917679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002406292,0.0001653176,0.9005067,0.0002286914,0.0002268632,0.0002995177,0.0001548536,0.002742736,0.007111063,0.0001811549,0.001821565,0.08415511],"study_design_scores_gemma":[0.000006415611,0.0001155826,0.9955518,0.00002330447,0.00003787686,0.0001520046,0.0000596073,0.003122657,0.000438721,0.0001750022,0.0003105628,0.000006466336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878682,0.003312502,0.003996158,0.000895432,0.00007871081,0.0000321744,0.001323488,0.00007394275,0.00241958],"genre_scores_gemma":[0.9973351,0.0004684802,0.001037687,0.0001116155,0.0000751637,0.00002316796,0.000477922,0.00001931461,0.0004514196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003202196,"threshold_uncertainty_score":0.01071244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184907138663627,"score_gpt":0.334505039474077,"score_spread":0.3160143256077143,"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."}}