{"id":"W4404389692","doi":"10.18280/ts.410533","title":"Bioelectrical Signals Detection of Hyperglycaemia and Hypertension","year":2024,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Nahrain University","keywords":"Medicine; Cardiology; Internal medicine; Computer science","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":[0.00003062422,0.0001128542,0.0001371501,0.0001031965,0.00001840723,0.00001391934,0.00005555282,0.00008761483,0.00003450042],"category_scores_gemma":[0.00001494239,0.00009810336,0.00003689756,0.0002179679,0.00005235084,0.00007565513,0.00001636268,0.0001390185,0.000007199628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004430537,"about_ca_system_score_gemma":0.000001684086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002025416,"about_ca_topic_score_gemma":5.929908e-7,"domain_scores_codex":[0.9993917,0.000005421577,0.0001762243,0.0001480132,0.0001208861,0.0001577152],"domain_scores_gemma":[0.9997881,0.00008426926,0.00001037473,0.0000669315,0.00001646244,0.0000338684],"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":[0.000007634332,0.000008450439,0.00001089603,0.00007595142,0.00002364225,0.00001017813,0.00001586009,0.001110772,0.9060934,0.0001203995,0.0001067097,0.09241615],"study_design_scores_gemma":[0.0001188871,0.00008962624,0.0001042799,0.00003919246,0.00002020698,0.00002518034,0.00001925586,0.06947992,0.9276604,0.000771637,0.001562887,0.0001085036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763195,0.002508331,0.01995473,0.0000584706,0.00006948527,0.00009307047,0.000004755414,0.0008292079,0.0001624805],"genre_scores_gemma":[0.9991856,0.000216789,0.0005000971,0.00001140316,0.0000450843,0.000009356138,0.000001950689,0.00002042368,0.000009341808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09230765,"threshold_uncertainty_score":0.4000539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009883574339687512,"score_gpt":0.1979209226081143,"score_spread":0.1880373482684268,"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."}}