{"id":"W4414226370","doi":"10.1249/01.mss.0001157772.04685.c1","title":"Does Number And Location Of Sites Affect Mean Skin Temperature Equation Validity During Exercise?","year":2025,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Skin temperature; Mean squared error; Core temperature; Limits of agreement; Mean absolute error; Approximation error; Mean radiant temperature","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":[0.002637506,0.0003051326,0.0008288122,0.001096981,0.0002019978,0.00001890688,0.0002641444,0.0001522692,0.0002243814],"category_scores_gemma":[0.0008773145,0.0001863812,0.00005123596,0.005078422,0.001756089,0.0003626522,0.000076418,0.0003909642,0.000002476122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403596,"about_ca_system_score_gemma":0.0003403661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301686,"about_ca_topic_score_gemma":0.00002828567,"domain_scores_codex":[0.9967932,0.00004642208,0.0007500499,0.0006848757,0.001261765,0.0004637421],"domain_scores_gemma":[0.9979901,0.000119081,0.000250216,0.0006912457,0.0007426876,0.0002067023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002568645,0.0001372815,0.9441878,0.0009348904,0.000001726852,0.00006596743,0.004111019,0.00001496264,0.03804654,0.00003750053,0.0002058554,0.01199962],"study_design_scores_gemma":[0.001717964,0.00008976764,0.9694251,0.008529658,0.0002126625,0.00002366046,0.002264126,0.0001629211,0.01664016,0.000736312,0.00002402467,0.0001736229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953259,0.000358659,0.00003514254,0.0009137019,0.0007104684,0.00113191,0.000001790981,0.00007076061,0.001451713],"genre_scores_gemma":[0.9977121,0.0009158179,0.0003950975,0.000154117,0.0001509086,0.00005676369,0.000023007,0.00001821364,0.0005740214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523735,"threshold_uncertainty_score":0.7600406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203183108628892,"score_gpt":0.2872180184051841,"score_spread":0.2751861873188952,"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."}}