{"id":"W4408385772","doi":"10.1002/mdc3.70030","title":"Rhythmic Eyelid Closure Responsive to <scp>STN‐DBS</scp>: Blepharoclonus, Blepharospasm, Eyelid Opening Apraxia, or Eyelid Tremor?","year":2025,"lang":"en","type":"letter","venue":"Movement Disorders Clinical Practice","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network","keywords":"Eyelid; Blepharospasm; Apraxia; Orbicularis oculi muscle; Medicine; Deep brain stimulation; Parkinson's disease; Metronome; Psychology; Physical medicine and rehabilitation; Surgery; Botulinum toxin; Neuroscience; Rhythm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002647917,0.002268956,0.003818591,0.0007649935,0.0007205781,0.0004651399,0.001406227,0.002924687,0.000926883],"category_scores_gemma":[0.03339627,0.001840236,0.001774496,0.001761798,0.0004572791,0.0007463,0.001376902,0.008535725,0.001886045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062458,"about_ca_system_score_gemma":0.00134837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004612356,"about_ca_topic_score_gemma":0.0001221762,"domain_scores_codex":[0.9839045,0.002473964,0.004019376,0.004286885,0.002718469,0.002596798],"domain_scores_gemma":[0.9740021,0.01905147,0.002060438,0.002953922,0.0008792781,0.001052822],"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":[0.005496429,0.003350165,0.004385649,0.0005239245,0.002777225,0.01122227,0.0001584931,0.00003559419,0.00003506926,0.00008034912,0.9590905,0.0128443],"study_design_scores_gemma":[0.01157877,0.007662708,0.005759294,0.0008079049,0.004079022,0.00004751709,0.000574867,0.0000513028,0.00004649071,0.00254015,0.9659714,0.0008806442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01413113,0.002795692,0.0004616407,0.932108,0.003599663,0.00876676,0.0005225048,0.0006482999,0.03696623],"genre_scores_gemma":[0.001239405,0.007243359,0.004029406,0.8812122,0.002775748,0.001047523,0.001155554,0.0003606065,0.1009362],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06397001,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04771439507920967,"score_gpt":0.3935566258394816,"score_spread":0.3458422307602719,"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."}}