{"id":"W3168357960","doi":"10.52609/jmlph.v1i2.12","title":"Wrist and Forehead Temperature Measurement as Screening Methods During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"The Journal of Medicine Law & Public Health","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forehead; Wrist; Medicine; Coronavirus disease 2019 (COVID-19); Sensitivity (control systems); Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02795668,0.0002505783,0.0008663379,0.000146045,0.0006151633,0.0000338057,0.0003029186,0.0001170831,0.0002785887],"category_scores_gemma":[0.007804655,0.0001151449,0.0001007366,0.0005857464,0.0008034029,0.0001482512,0.00009485344,0.001394312,0.000001294611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126529,"about_ca_system_score_gemma":0.002353122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004218735,"about_ca_topic_score_gemma":0.0001675918,"domain_scores_codex":[0.9935904,0.002453803,0.001259488,0.0002158414,0.001931848,0.00054863],"domain_scores_gemma":[0.9950317,0.001139765,0.0008526473,0.0005890277,0.001030419,0.001356427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00612522,0.001228781,0.1284774,0.006965593,0.005395569,0.001649385,0.101406,0.0003725041,0.2050719,0.05484762,0.125861,0.362599],"study_design_scores_gemma":[0.01548109,0.002237917,0.1376539,0.001770379,0.0005639169,0.06060804,0.01937847,0.0001081358,0.0004775629,0.002026553,0.7594328,0.0002612713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2006571,0.02892955,0.007797388,0.760741,0.0004941194,0.0004977623,0.00000178702,0.00006653793,0.0008148114],"genre_scores_gemma":[0.896682,0.002911409,0.00247866,0.09544335,0.002019084,0.000005710043,0.000004621928,0.00005210023,0.0004030954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6960249,"threshold_uncertainty_score":0.9689283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942053716636518,"score_gpt":0.45380108216913,"score_spread":0.2595957105054782,"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."}}