{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00352444,0.0003306037,0.0003504981,0.0002247806,0.0001575875,0.0006806445,0.000304663,0.0003598831,0.003293524],"category_scores_gemma":[0.02056062,0.0001544354,0.0002476689,0.0002800876,0.0002894499,0.0004701537,0.0003248732,0.0004598123,0.0007870762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229754,"about_ca_system_score_gemma":0.0001980718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006359233,"about_ca_topic_score_gemma":0.0005093325,"domain_scores_codex":[0.9954389,0.002123865,0.0002946857,0.0006839838,0.00129029,0.0001683465],"domain_scores_gemma":[0.9641993,0.02638785,0.004433351,0.001901803,0.002520172,0.0005575928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01594294,0.0004447674,0.8737323,0.0002470599,0.0003797331,0.0003053734,0.0003058641,0.0006598897,0.03238823,0.00008690585,0.0007739616,0.07473292],"study_design_scores_gemma":[0.0000850852,0.004584151,0.981217,0.00002880964,0.0001958637,0.0007024572,0.0001195682,0.002421801,0.01003247,0.00006811134,0.0005277637,0.00001690349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967592,0.0004482117,0.001494646,0.00007296375,0.00005360696,0.00002251695,0.0001875784,0.0000191217,0.0009422044],"genre_scores_gemma":[0.9990124,0.00006805307,0.0004827943,0.00003816307,0.00002750453,0.0000122894,0.00008936744,0.000008135225,0.000261436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00352444,"threshold_uncertainty_score":0.01863921,"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."}}