{"id":"W4293103337","doi":"10.1101/2022.03.22.485388","title":"Hand cold pressor test induces thermogenesis in upper thoracic regions as measured by skin surface infrared thermography","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Medicine; Cold pressor test; Blood pressure; Skin temperature; Heart rate; Cardiology; Plethysmograph; Internal medicine; Thermography; Brown adipose tissue; Thermogenesis; Anesthesia; Adipose tissue; Infrared; Biomedical engineering","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002120823,0.001507961,0.001956871,0.001489426,0.0005299494,0.0002471733,0.001425405,0.001401219,0.0009025129],"category_scores_gemma":[0.001044338,0.001518312,0.0006952228,0.003345379,0.0007810558,0.0002352342,0.0008095038,0.003232068,0.00004355478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006118718,"about_ca_system_score_gemma":0.00137691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004581037,"about_ca_topic_score_gemma":0.000006395129,"domain_scores_codex":[0.9920619,0.000826222,0.001504318,0.002223931,0.001940288,0.001443328],"domain_scores_gemma":[0.9933571,0.0005303711,0.001007695,0.003490082,0.0008549558,0.0007597834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004022221,0.001136109,0.133928,0.0008889177,0.0007620393,0.0003677168,0.0002010915,0.00004074712,0.8597229,0.0001326343,0.002409875,0.000007707623],"study_design_scores_gemma":[0.00311134,0.0005756378,0.4049356,0.001986833,0.001117575,5.074585e-7,0.00008602764,0.00005489511,0.5654086,0.00001969627,0.02068732,0.002015938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797809,0.01215409,0.00008027054,0.0008349773,0.001099278,0.003715305,0.001326822,0.0006871274,0.0003212352],"genre_scores_gemma":[0.9940769,0.001067398,0.001312626,0.001107793,0.0004393196,0.001256332,0.000009271591,0.0005419347,0.000188439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943143,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620011532688841,"score_gpt":0.2520904471848752,"score_spread":0.2358903318579867,"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."}}