{"id":"W1966230591","doi":"10.1097/ta.0b013e3181a5b332","title":"Measuring Tissue Oxygen Saturation via Spectrometer in Children","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; BC Children's Hospital; Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Thenar eminence; Medicine; Confidence interval; Oxygen saturation; Cardiology; Anesthesia; Internal medicine; Surgery; Oxygen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007181981,0.000394907,0.0003529786,0.0005409835,0.0003417779,0.0003617719,0.0002576694,0.0003421908,0.001394206],"category_scores_gemma":[0.002116408,0.0002170728,0.0003109331,0.0005337396,0.0003432241,0.0003628906,0.0004734992,0.0004850347,0.0003225604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004180133,"about_ca_system_score_gemma":0.0003761004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950664,"about_ca_topic_score_gemma":0.002529348,"domain_scores_codex":[0.9994311,0.0001468547,0.00005006501,0.0001258369,0.00014319,0.0001029521],"domain_scores_gemma":[0.999111,0.0001983565,0.0004057087,0.00002760385,0.0001370161,0.0001204195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549889,0.00003901891,0.9952414,0.00003468415,0.00001227419,0.0001526664,0.0001562229,0.00004882785,0.001319317,0.00001433725,0.00008819518,0.002738082],"study_design_scores_gemma":[0.00001628442,0.0009829191,0.9938529,0.0000231205,0.00003039871,0.002191199,0.0003995618,0.0002099278,0.001789416,0.0000254935,0.0004720672,0.00000680037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990147,0.0002606598,0.0002532044,0.00002383455,0.000004768691,0.0000129274,0.000138381,0.000005145182,0.000286281],"genre_scores_gemma":[0.998505,0.0002767326,0.0007789809,0.00003196768,0.000006418253,0.00003480493,0.0002052918,0.000002715082,0.0001580744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001950664,"threshold_uncertainty_score":0.004664123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009390802036011043,"score_gpt":0.2430039470521091,"score_spread":0.2336131450160981,"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."}}