{"id":"W3020330824","doi":"10.1161/circ.138.suppl_2.276","title":"Abstract 276: Impact of Skin Color on Accuracy of Capillary Refill Time Measurement by Pulse Oximeter","year":2018,"lang":"en","type":"article","venue":"Circulation","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Medicine; CRTS; Capillary refill; Reproducibility; Pulse (music); Pulse oximetry; Photoplethysmogram; Biomedical engineering; Internal medicine; Anesthesia; Optics; Blood pressure; Statistics","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":[0.0003354774,0.0001000933,0.0002161367,0.00008038778,0.00002521723,0.000003848903,0.00004295356,0.0000861459,0.0002920514],"category_scores_gemma":[0.0001401477,0.00008075695,0.0001097077,0.00009812348,0.00004316631,0.00005119671,0.000005021686,0.000069201,0.00005253385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159899,"about_ca_system_score_gemma":0.00007532466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002059222,"about_ca_topic_score_gemma":9.822368e-7,"domain_scores_codex":[0.9990564,0.00002835436,0.0002752077,0.0001431458,0.0003731515,0.0001237446],"domain_scores_gemma":[0.9991658,0.00004862757,0.0001817275,0.0002708416,0.0002701385,0.00006285538],"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":[0.0002668868,0.0002083164,0.01733236,0.00004802712,0.0001363866,0.000001165858,0.0001956953,0.00005496953,0.9630619,0.000006928538,0.0007035135,0.0179839],"study_design_scores_gemma":[0.001024544,0.0005067441,0.8353424,0.0001791206,0.00003987861,0.000004202114,0.000006833654,0.001999424,0.1605421,0.00004929962,0.0002197752,0.00008565217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973032,0.00009352034,0.00008786446,0.00004986819,0.00009998852,0.0002338558,0.0000128975,0.00001987195,0.002098879],"genre_scores_gemma":[0.9996443,0.00001004046,0.0000601723,0.00002290956,0.0001666731,0.000003719815,0.00004213175,0.00001638033,0.00003365392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.81801,"threshold_uncertainty_score":0.3293173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941917611100228,"score_gpt":0.3116593853808873,"score_spread":0.282240209269885,"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."}}