{"id":"W2007684286","doi":"10.1016/j.resp.2008.09.013","title":"Estimating the effect of lung collapse and pulmonary shunt on gas exchange during breath-hold diving: The Scholander and Kooyman legacy","year":2008,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Office of Naval Research; Natural Environment Research Council; Royal Society","keywords":"Shunt (medical); Compression (physics); Lung; Respiratory system; Mechanics; Chemistry; Anesthesia; Cardiology; Anatomy; Medicine; Materials science; Internal medicine; Physics; Composite material","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":[0.0003457825,0.0002250365,0.0004925175,0.00009803938,0.0005506243,0.00001026037,0.0001483956,0.0001479869,0.00001107859],"category_scores_gemma":[0.0002033232,0.0001274649,0.0001642551,0.0001689566,0.0006965905,0.00005750936,0.000218477,0.0004825547,0.000005956815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002087252,"about_ca_system_score_gemma":0.00003063386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001893565,"about_ca_topic_score_gemma":0.000001719634,"domain_scores_codex":[0.998246,0.0006693954,0.0002631534,0.0004497679,0.00008672057,0.0002849839],"domain_scores_gemma":[0.9983235,0.000775117,0.0001219283,0.0006583172,0.00004481217,0.0000763191],"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":[0.0009278491,0.0001159671,0.1608207,0.000344822,0.0005553369,0.0001168138,0.0004178834,0.000543711,0.8343297,0.0001288036,0.0004878021,0.001210552],"study_design_scores_gemma":[0.001492836,0.0008385846,0.9907281,0.00007412073,0.0002171236,0.001193455,0.00001473616,0.0005179753,0.004262202,0.00002350632,0.0005102472,0.000127057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961696,0.002256144,0.000005520284,0.0003757465,0.0001064622,0.00060275,0.000004930927,0.00004944937,0.0004294497],"genre_scores_gemma":[0.9987605,0.0001172612,0.000006291348,0.0007695957,0.0001902713,0.00008838836,0.000007462516,0.00002437054,0.00003587085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8300675,"threshold_uncertainty_score":0.519787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486219282483404,"score_gpt":0.2509380410796606,"score_spread":0.2360758482548266,"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."}}