{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003090856,0.0001329888,0.0001653957,0.0001599763,0.0001079435,0.00006183878,0.00009676486,0.00009446027,0.00002966638],"category_scores_gemma":[0.0001200635,0.0001029973,0.00005117021,0.0001578392,0.00006795544,0.0003257752,0.00001638599,0.0006761304,0.000004637778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007365826,"about_ca_system_score_gemma":0.00001081039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007797891,"about_ca_topic_score_gemma":0.0001570622,"domain_scores_codex":[0.9991733,0.000054582,0.0002959162,0.0000767231,0.0002013908,0.0001980291],"domain_scores_gemma":[0.9995021,0.0000954332,0.00003206154,0.0001105379,0.0001654609,0.00009439272],"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":[0.00006050268,0.00004859692,0.138586,0.0001456206,0.00006960624,0.00000889266,0.001769543,0.0001756808,0.8293709,0.0002889806,0.0001216111,0.02935409],"study_design_scores_gemma":[0.0005128568,0.0004663204,0.6845865,0.00008664464,0.0001191155,0.0008082149,0.000258328,0.00003079442,0.3098204,0.002810524,0.0002019729,0.0002983362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954681,0.0004723469,0.00252699,0.00006433031,0.0009734922,0.00009333585,0.000003320898,0.00003273106,0.00036532],"genre_scores_gemma":[0.9986091,0.00008057934,0.0002810227,0.00001203733,0.0009905985,0.000001970636,8.898417e-7,0.00002219726,0.000001653279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5460005,"threshold_uncertainty_score":0.4200107,"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."}}