{"id":"W2910556846","doi":"10.1249/mss.0000000000001902","title":"The Mechanics of Breathing during Swimming","year":2019,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; University of British Columbia","funders":"","keywords":"Cycling; Medicine; Cardiorespiratory fitness; Heart rate; Ventilation (architecture); Work of breathing; Respiratory physiology; Apnea; Animal science; Cardiology; Anesthesia; Internal medicine; Respiratory system; Blood pressure; Biology; Physics","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":[0.0001444157,0.0001486515,0.0001353079,0.000153311,0.0001763073,0.0002929793,0.0001800589,0.0001996197,0.0009781795],"category_scores_gemma":[0.0004093725,0.0001204037,0.00009381986,0.00007352225,0.0002599781,0.0001514047,0.0003079597,0.000130217,0.0002477747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052811,"about_ca_system_score_gemma":0.0001469572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008745003,"about_ca_topic_score_gemma":0.001019516,"domain_scores_codex":[0.9999251,0.00001583423,0.000007293708,0.00001668141,0.00002415654,0.00001089591],"domain_scores_gemma":[0.9999326,0.00001681223,0.00001889382,0.000006433434,0.00001247351,0.00001261105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005619934,0.00008242452,0.1261928,0.0002976041,0.00009009585,0.0005845877,0.0006976801,0.001368112,0.7744531,0.0003247753,0.000399414,0.09494746],"study_design_scores_gemma":[0.00001214432,0.0006426625,0.9884857,0.00003365931,0.00001931322,0.00062829,0.000188194,0.001579115,0.006986351,0.0002634584,0.001151454,0.000009679322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965532,0.0005849447,0.001211316,0.00004298188,0.000009598781,0.00002209536,0.0000521357,0.00001919739,0.001504614],"genre_scores_gemma":[0.9986827,0.0002859428,0.0003055178,0.00002539613,0.00001047317,0.00001774908,0.00008254062,0.000004971057,0.0005846877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009781795,"threshold_uncertainty_score":0.003272295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00839285616070497,"score_gpt":0.2535439725655658,"score_spread":0.2451511164048608,"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."}}