{"id":"W2902584907","doi":"10.28920/dhm48.4.209-217","title":"Comparison of tissue oxygenation achieved breathing oxygen from a demand valve with four different mask configurations","year":2018,"lang":"en","type":"article","venue":"Diving and Hyperbaric Medicine Journal","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Breathing; Oxygenation; Nose; Anesthesia; Surgery","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":[0.0003889029,0.0001903991,0.0006429529,0.0002008718,0.0004197985,0.00004193526,0.00009704397,0.00009803033,0.0002880586],"category_scores_gemma":[0.0002505774,0.0001249158,0.0001195172,0.0002140142,0.0002048192,0.00009178769,0.0000354354,0.0004035794,0.000005571718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004646855,"about_ca_system_score_gemma":0.00007518175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002151868,"about_ca_topic_score_gemma":0.00003519416,"domain_scores_codex":[0.9984181,0.00009758893,0.0005143008,0.0002380988,0.0005272935,0.0002046351],"domain_scores_gemma":[0.9986132,0.0001907882,0.0002640397,0.0002858464,0.0003803585,0.0002657769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007023474,0.001026197,0.6809896,0.0003035501,0.006675404,0.00009413395,0.04364739,0.0001879923,0.2041188,0.001056263,0.01097188,0.05022646],"study_design_scores_gemma":[0.004473619,0.001286173,0.9789553,0.00123123,0.0023762,0.001846505,0.002112054,0.003702494,0.001400878,0.0004363916,0.001967557,0.0002116057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930785,0.003216528,0.0977154,0.001797676,0.0001893041,0.0002390067,0.000006432309,0.00003832596,0.003718834],"genre_scores_gemma":[0.9971554,0.000170484,0.001430686,0.0001541983,0.0008142968,0.000007237055,0.00003906216,0.00002087194,0.0002077157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979658,"threshold_uncertainty_score":0.509392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598174309589822,"score_gpt":0.3097334778926407,"score_spread":0.2737517347967425,"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."}}