{"id":"W4390743216","doi":"10.1152/advan.00067.2023","title":"The pulmonary physiology of exercise","year":2024,"lang":"en","type":"article","venue":"AJP Advances in Physiology Education","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Narrative review; Narrative; Exercise physiology; Graduate students; Resource (disambiguation); Medical education; Medicine; Psychology; Computer science; Internal medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001648071,0.0001388208,0.0004206531,0.0001271876,0.00005830535,0.000004393488,0.0001322569,0.000102085,0.00003259242],"category_scores_gemma":[0.00005648322,0.00009486409,0.0002111388,0.0003536328,0.0003332165,0.0001480457,0.00004904461,0.0002282256,0.00005664038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005217372,"about_ca_system_score_gemma":0.0002680811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003942176,"about_ca_topic_score_gemma":0.000005167443,"domain_scores_codex":[0.998937,0.00008380911,0.0002928868,0.0003500428,0.00008983693,0.0002464379],"domain_scores_gemma":[0.9991488,0.0002214949,0.00005375609,0.0004562649,0.00007926522,0.00004038804],"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":[0.001462555,0.0004845904,0.0002482894,0.001018516,0.0001162141,0.000006561009,0.000479616,0.0002867312,0.4272041,0.006674021,0.001737416,0.5602814],"study_design_scores_gemma":[0.0009378422,0.0005003684,0.6116437,0.002026264,0.0004650313,0.000281319,0.002362964,0.001554765,0.04623512,0.1940242,0.1393479,0.0006204071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171839,0.1750177,0.00002173214,0.0005878432,0.003186809,0.000470699,0.000003930489,0.0000602273,0.003467196],"genre_scores_gemma":[0.962521,0.036383,0.0001081704,0.00007999055,0.0003289994,0.0001850961,0.00007268909,0.00001773478,0.0003033479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6113955,"threshold_uncertainty_score":0.3868445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005202299630760251,"score_gpt":0.2993501399686762,"score_spread":0.2941478403379159,"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."}}