{"id":"W4417169772","doi":"10.1109/icecs66544.2025.11270512","title":"Electrical Bio-Stimulation, Practical Safety for Circuits in Clinical Use","year":2025,"lang":"","type":"article","venue":"","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada); Université Laval","funders":"","keywords":"Salient; Electronic circuit; Key (lock); Intrinsic safety; Compliance (psychology); Normative","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002976378,0.0004380911,0.0003475507,0.0004056316,0.0005794366,0.001910182,0.0007651588,0.00208358,0.00898241],"category_scores_gemma":[0.004993058,0.0002436774,0.0002016169,0.0002465679,0.00350072,0.001723375,0.001268802,0.001471794,0.003575119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005422038,"about_ca_system_score_gemma":0.001650931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348425,"about_ca_topic_score_gemma":0.0002130439,"domain_scores_codex":[0.9973802,0.000799199,0.0001821637,0.0002139162,0.001341003,0.00008348958],"domain_scores_gemma":[0.9969071,0.001592065,0.0003036197,0.0004731107,0.0006344874,0.0000895887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372841,0.0001084618,0.0006450755,0.001874081,0.00001858648,0.0006502667,0.0007425875,0.0018546,0.1529376,0.4730814,0.01612506,0.351725],"study_design_scores_gemma":[0.00007500889,0.001113453,0.001938773,0.0006973522,0.00002360133,0.00703828,0.0004693075,0.00339797,0.08019762,0.2396542,0.6653284,0.00006609607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01986104,0.02863623,0.7257807,0.02590043,0.002434768,0.0004753047,0.0002598458,0.001039294,0.1956124],"genre_scores_gemma":[0.4741493,0.02350322,0.4137816,0.01278519,0.003032517,0.001298114,0.0005316276,0.0006088483,0.0703095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00898241,"threshold_uncertainty_score":0.0300492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334508266394749,"score_gpt":0.4229444049251228,"score_spread":0.2894935782856479,"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."}}