{"id":"W2318618003","doi":"10.1139/h2003-066","title":"[The John Sutton Lecture: CSEP, 2002] Pulmonary System Limitations to Exercise in Health","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Applied Physiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of British Columbia","funders":"Johns Hopkins University","keywords":"Hyperventilation; Medicine; Hypoxemia; Lung; Cardiology; Respiratory system; Pulmonary Diffusing Capacity; Physical exercise; Internal medicine; Respiratory physiology; Physical therapy; Diffusing capacity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005266066,0.0001782663,0.0004936311,0.0004890124,0.0002803491,0.00002084576,0.0002425917,0.00009984061,0.0001215552],"category_scores_gemma":[0.0001413061,0.0001421613,0.0001132157,0.000626998,0.0001866136,0.00003990727,0.00001426619,0.0005687229,0.00008250891],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523049,"about_ca_system_score_gemma":0.005712579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058345,"about_ca_topic_score_gemma":0.004174027,"domain_scores_codex":[0.9980165,0.000153501,0.0005807162,0.0002476667,0.0002219497,0.0007796263],"domain_scores_gemma":[0.9975663,0.0001878738,0.0001911369,0.0003368492,0.0002084209,0.001509358],"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":[0.01147225,0.001388251,0.008880052,0.007534654,0.001305322,0.007979241,0.009758759,0.02862536,0.07892144,0.2296234,0.1239579,0.4905533],"study_design_scores_gemma":[0.003850975,0.0006114577,0.6076044,0.001353753,0.0001199761,0.001355324,0.00727876,0.0005323849,0.001277509,0.006328789,0.3690355,0.0006511789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204421,0.02320359,0.0001579307,0.01220794,0.001538409,0.003459322,0.00006436828,0.00003331753,0.03889304],"genre_scores_gemma":[0.9985105,0.000223031,0.0002694911,0.0005039152,0.0001535782,0.00004373414,0.00000914971,0.00003217217,0.000254365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5987243,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887229082468381,"score_gpt":0.2635004048809846,"score_spread":0.2446281140563008,"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."}}