{"id":"W4406821309","doi":"10.1016/j.resp.2025.104398","title":"Breathlessness dimensions should be evaluated in relation to the level of exertion: A clinical study","year":2025,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Vetenskapsrådet","keywords":"Exertion; Relation (database); Perceived exertion; Psychology; Medicine; Internal medicine; Computer science; Data mining","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":[0.005607922,0.0005574461,0.001197724,0.0003681573,0.0004333051,0.0006649272,0.0004096701,0.000992191,0.003601181],"category_scores_gemma":[0.009635068,0.0002433085,0.0009843877,0.0005418424,0.0006452762,0.0007816129,0.0004142841,0.0006195947,0.0005134859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867884,"about_ca_system_score_gemma":0.0004970254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003452886,"about_ca_topic_score_gemma":0.0006301572,"domain_scores_codex":[0.9978296,0.001297526,0.0002502646,0.0002350029,0.0002551831,0.0001324781],"domain_scores_gemma":[0.9946541,0.002464813,0.001331528,0.0002839603,0.0006972792,0.0005683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1258126,0.01274816,0.7838863,0.001609652,0.001964121,0.0002197339,0.0005653,0.0002338181,0.005115332,0.0001830818,0.0007232828,0.06693867],"study_design_scores_gemma":[0.01301235,0.09647435,0.8863378,0.0002240035,0.000949027,0.0003773426,0.0002913515,0.0003285759,0.0004821303,0.0001630857,0.001332698,0.00002740203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931097,0.00388219,0.0003661058,0.0001609226,0.00006814302,0.000837649,0.0001477915,0.00000490656,0.001422577],"genre_scores_gemma":[0.9979712,0.0004243798,0.0004625589,0.0001493551,0.00008757933,0.0005282497,0.0001715899,0.000001770128,0.0002033172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005607922,"threshold_uncertainty_score":0.02965784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199581446831096,"score_gpt":0.4272290195469313,"score_spread":0.2072708748638216,"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."}}