{"id":"W7019164712","doi":"","title":"Establishing the Validity and Reliability of the Astroskin® Biometric Shirt","year":2024,"lang":"en","type":"article","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biometrics; Concordance; Reliability (semiconductor); Concordance correlation coefficient; Validity; Heart rate; Data collection; Intraclass correlation; Bland–Altman plot","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01953498,0.0003885638,0.0004477467,0.001186246,0.0005178028,0.000907778,0.000671956,0.0005826595,0.002472642],"category_scores_gemma":[0.04122597,0.0002292578,0.0007654057,0.0007577022,0.00107475,0.0008259191,0.001200552,0.0004227655,0.001249145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307967,"about_ca_system_score_gemma":0.0007316376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007061092,"about_ca_topic_score_gemma":0.001361615,"domain_scores_codex":[0.9832917,0.00756738,0.001650172,0.001518568,0.005655191,0.0003169564],"domain_scores_gemma":[0.964749,0.01622535,0.003562259,0.003617115,0.01137221,0.0004740646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001801978,0.0009439409,0.7117014,0.001042825,0.0004106603,0.000220519,0.005285365,0.0008893632,0.02646102,0.002650084,0.002857682,0.2457351],"study_design_scores_gemma":[0.0001466645,0.004678804,0.9583901,0.0005800361,0.0002586464,0.0007634945,0.00222024,0.005770306,0.01132599,0.001361903,0.01443801,0.00006594603],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341254,0.001336353,0.04596365,0.0003027735,0.0004704835,0.001215156,0.0006368635,0.0001130253,0.01583616],"genre_scores_gemma":[0.9620854,0.00043199,0.03379364,0.0001213902,0.000149328,0.0008998311,0.0006287731,0.00004559981,0.001844077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953498,"threshold_uncertainty_score":0.1033121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773417421645044,"score_gpt":0.1959955960689473,"score_spread":0.1782614218524969,"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."}}