{"id":"W2887943045","doi":"10.4187/respcare.06027","title":"Impact of Gas Masks on Work of Breathing, Breathing Patterns, and Gas Exchange in Healthy Subjects","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Armed Forces","keywords":"Medicine; Breathing; Work of breathing; Respiratory system; Anesthesia; Crossover study; Internal medicine; Placebo","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":[0.0004125552,0.0005117223,0.000445447,0.0001906393,0.0002472614,0.0002910455,0.0001159742,0.0004574354,0.001368184],"category_scores_gemma":[0.0007600877,0.0001894837,0.0002619974,0.0000894096,0.0003627697,0.0001847319,0.0003033292,0.0002727952,0.0001535647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314178,"about_ca_system_score_gemma":0.0001961069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007364907,"about_ca_topic_score_gemma":0.0007884778,"domain_scores_codex":[0.9996953,0.0001032827,0.00001805217,0.00006280837,0.00005703266,0.00006353449],"domain_scores_gemma":[0.9995509,0.0001381738,0.00007405,0.00003135122,0.00003170795,0.0001739104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1104849,0.01458834,0.5487583,0.0005281767,0.0006548513,0.001750663,0.001239982,0.001108943,0.2809148,0.00008784382,0.0003982709,0.03948501],"study_design_scores_gemma":[0.0002684277,0.08249753,0.9078676,0.00001307876,0.0001577638,0.0004703197,0.0002055529,0.0005463796,0.007585592,0.00002947355,0.0003402297,0.00001813599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999728,0.00008840363,0.0000614501,0.000005238423,0.000004344512,0.00001265037,0.00002618518,0.000002490992,0.00007130159],"genre_scores_gemma":[0.9993489,0.00007220025,0.0001870918,0.00002600015,0.00001495307,0.00002663244,0.00009340591,0.000001899984,0.0002287379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001368184,"threshold_uncertainty_score":0.004577041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584234945314761,"score_gpt":0.3207428466034598,"score_spread":0.2949004971503121,"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."}}