{"id":"W4412985180","doi":"10.1109/tbcas.2025.3590820","title":"Special Section on Selected Papers From IEEE BioCAS 2024","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Circuits and Systems","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Special section; Section (typography); Computer science; Electrical engineering; Electronic engineering; Materials science; Engineering; Engineering physics; Operating system","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":[0.001632602,0.002411736,0.002036806,0.006757288,0.001418664,0.004783397,0.001675859,0.002741442,0.1735585],"category_scores_gemma":[0.003467666,0.0005564375,0.001202869,0.004158319,0.0004321981,0.002078155,0.001623836,0.002131188,0.1239539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461127,"about_ca_system_score_gemma":0.001797728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722023,"about_ca_topic_score_gemma":0.005548046,"domain_scores_codex":[0.9988708,0.0001183975,0.0001011734,0.0001690586,0.0006235634,0.000116936],"domain_scores_gemma":[0.9933647,0.0007049321,0.0004330809,0.0002752297,0.003907687,0.001314468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005440613,0.00002066872,0.00004406539,0.0001395987,0.000007696682,0.00004040684,0.000002526172,0.00004543869,0.0003334963,0.0001457437,0.976659,0.022507],"study_design_scores_gemma":[0.00001814362,0.00004306128,0.0006019194,0.0001248141,0.00001823249,0.00009781928,0.00001204053,0.0001612178,0.0003039511,0.0004620779,0.9981456,0.00001113048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008399776,0.02864312,0.003245283,0.02278073,0.8364211,0.0002533712,0.001749349,0.0009597289,0.1051073],"genre_scores_gemma":[0.003374881,0.02410834,0.001619357,0.01078356,0.3665368,0.0001954464,0.003166923,0.0008048171,0.5894099],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1735585,"threshold_uncertainty_score":0.5806109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017556663953817,"score_gpt":0.2100957927605392,"score_spread":0.199920226121001,"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."}}