{"id":"W3127885971","doi":"10.1113/ep089176","title":"Temporal changes in pulmonary gas exchange efficiency when breath‐hold diving below residual volume","year":2021,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Cardiology; Pulmonary artery; Pulmonary compliance; Spirometry; Anesthesia; Lung volumes; Internal medicine; Lung","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":[0.0001137766,0.0001990587,0.00042949,0.000133215,0.0001149958,0.00001428751,0.0001221556,0.000147292,0.0007917741],"category_scores_gemma":[0.00003430157,0.0002017853,0.0001880599,0.0002574827,0.0001169761,0.00006649604,0.0002664834,0.0002505648,0.0001167364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332024,"about_ca_system_score_gemma":0.00007347413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003843525,"about_ca_topic_score_gemma":0.00005630758,"domain_scores_codex":[0.9985126,0.0001266261,0.0002252035,0.0005437743,0.0002008494,0.0003909474],"domain_scores_gemma":[0.9992004,0.00003743599,0.00004939866,0.0005456382,0.00004936522,0.0001177514],"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":[0.0001078577,0.0009819667,0.005479328,0.00004523042,0.0001117464,0.0003675091,0.001847646,0.00002067931,0.9870175,0.0001477597,0.002206784,0.001666006],"study_design_scores_gemma":[0.004566971,0.00082537,0.7716389,0.0003417866,0.0001478422,0.001655238,0.00375033,0.001268446,0.2040445,0.0007025326,0.01022725,0.0008308204],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804873,0.0100222,0.00002505945,0.001311816,0.0002402815,0.0002975622,0.00001311663,0.00009501841,0.007507653],"genre_scores_gemma":[0.9970149,0.00008670132,0.00021346,0.0005231572,0.0003683428,0.000138452,0.0002914165,0.00003054999,0.001332993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.782973,"threshold_uncertainty_score":0.8669371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182305514992655,"score_gpt":0.2677669612798335,"score_spread":0.249536409780568,"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."}}