{"id":"W3120687892","doi":"10.2196/19210","title":"An Innovative Wearable Device For Monitoring Continuous Body Surface Temperature (HEARThermo): Instrument Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intraclass correlation; Infrared thermometer; Wearable computer; Reliability (semiconductor); Thermometer; Validity; Linear regression; Criterion validity; Limits of agreement; Medicine; Reproducibility; Simulation; Statistics; Computer science; Construct validity; Psychometrics; Mathematics; Nuclear medicine; Infrared","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007834588,0.0007820864,0.0005450093,0.0004787543,0.0003869645,0.0004217946,0.0006985938,0.0007615337,0.0009806326],"category_scores_gemma":[0.006947923,0.0002614155,0.0006456135,0.0003678865,0.0006171186,0.0005212171,0.0009215762,0.0004916895,0.0003424565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073988,"about_ca_system_score_gemma":0.0006908818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003545381,"about_ca_topic_score_gemma":0.0005534474,"domain_scores_codex":[0.9963241,0.001813474,0.0003058049,0.0005085477,0.0009054272,0.0001426734],"domain_scores_gemma":[0.9968113,0.001088799,0.0005590439,0.0004122656,0.0009584937,0.0001700642],"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":[0.007712918,0.01374841,0.5290896,0.002282692,0.001042814,0.0006011759,0.00421676,0.002424902,0.1565374,0.001096988,0.002325716,0.2789206],"study_design_scores_gemma":[0.002044066,0.09020046,0.8289568,0.000437406,0.0009878218,0.00297395,0.001506659,0.01006858,0.0506288,0.0002534605,0.01180338,0.0001385633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652654,0.0005929992,0.02996767,0.0001015799,0.00009350355,0.002645729,0.0003217183,0.00008534202,0.0009260401],"genre_scores_gemma":[0.9298869,0.0006314124,0.06148102,0.000403432,0.00009369887,0.005386596,0.0008596021,0.00003919487,0.001218214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007834588,"threshold_uncertainty_score":0.04143375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119734396516684,"score_gpt":0.4049748461269512,"score_spread":0.3537775021617843,"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."}}