{"id":"W4415010580","doi":"10.1159/000548814","title":"Disparities in Access to Deep Brain Stimulation","year":2025,"lang":"en","type":"review","venue":"Stereotactic and Functional Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto; University Health Network","funders":"","keywords":"Deep brain stimulation; Brain stimulation; MEDLINE; Stimulation; Neuroimaging","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":[0.001931281,0.0002646052,0.0006916878,0.001112849,0.0002161709,0.001094768,0.000613471,0.0007907109,0.006407563],"category_scores_gemma":[0.005734938,0.000088666,0.0005706868,0.002017309,0.000616801,0.001387002,0.001026994,0.0008390377,0.0003333662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124342,"about_ca_system_score_gemma":0.004071319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241654,"about_ca_topic_score_gemma":0.005566946,"domain_scores_codex":[0.998749,0.0004110418,0.0002150074,0.000165466,0.0003276021,0.0001317896],"domain_scores_gemma":[0.997426,0.001793459,0.0003577902,0.00004233884,0.0002873464,0.00009305404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108081,0.00003849719,0.003014286,0.0300325,0.0003064971,0.0002318704,0.0005409624,0.0005826826,0.0002939453,0.04581738,0.01955568,0.8994749],"study_design_scores_gemma":[0.00008171673,0.000115957,0.01834266,0.07821547,0.0006999117,0.002274735,0.001475367,0.0003274372,0.0004349192,0.03586797,0.8621104,0.00005351974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00181526,0.9842099,0.0003750447,0.006690922,0.0002649226,0.00001196387,0.0002302563,0.000005615513,0.006396038],"genre_scores_gemma":[0.02776324,0.9690791,0.0003546848,0.001832132,0.0003021309,0.00003458707,0.0001825022,0.000003603546,0.0004479418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006407563,"threshold_uncertainty_score":0.02143544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07196106813511613,"score_gpt":0.3452192696610776,"score_spread":0.2732582015259615,"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."}}