{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004565644,0.0001473077,0.0002847853,0.0002295678,0.00009314674,0.0004148767,0.0001818609,0.0003307611,0.0009458034],"category_scores_gemma":[0.001496536,0.0001164413,0.00009609362,0.0001499557,0.0003485942,0.0003695352,0.000326111,0.0003320381,0.0001731684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202882,"about_ca_system_score_gemma":0.00009511504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008666872,"about_ca_topic_score_gemma":0.001002797,"domain_scores_codex":[0.9998234,0.00003709517,0.00001373312,0.00005200204,0.00003889454,0.00003501235],"domain_scores_gemma":[0.9992164,0.0002265435,0.0002761617,0.00007302729,0.0001041976,0.0001036015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003586378,0.0003377081,0.5872382,0.0002492371,0.0001803249,0.00109234,0.00220297,0.0004631912,0.3597825,0.0001037928,0.000369061,0.04439437],"study_design_scores_gemma":[0.000002954145,0.0005041504,0.9962955,0.000008411515,0.00001071806,0.0001757247,0.0002353651,0.0001229564,0.002469438,0.00002385007,0.0001460855,0.000004820552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993031,0.0001957417,0.0002074189,0.0000209498,0.000002707988,0.000006395077,0.00006314298,0.000004800786,0.0001957018],"genre_scores_gemma":[0.9994217,0.00009105375,0.000121229,0.00001801304,0.000008426457,0.000008824352,0.0001185632,0.000002022284,0.0002102059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009458034,"threshold_uncertainty_score":0.003164053,"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."}}