{"id":"W4414081956","doi":"10.1080/02688697.2025.2557210","title":"Individualised connectomic-guided radiosurgical thalamotomy for chronic pain","year":2025,"lang":"en","type":"article","venue":"British Journal of Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Hospital for Sick Children","funders":"","keywords":"Thalamotomy; Radiosurgery; Refractory (planetary science); Chronic pain; Chronic disease; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008307044,0.0001621524,0.0006964076,0.0002429696,0.0001079393,0.00007734448,0.0001240404,0.0001120765,0.0001006253],"category_scores_gemma":[0.001677102,0.0001523473,0.0005491133,0.0003065447,0.00008930061,0.00008976156,0.00003022761,0.0003175873,0.000002360045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005779092,"about_ca_system_score_gemma":0.0002731085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005945333,"about_ca_topic_score_gemma":0.000001400105,"domain_scores_codex":[0.9982066,0.0002382896,0.0007256235,0.000238558,0.0002583305,0.000332569],"domain_scores_gemma":[0.9980868,0.00113484,0.0002715064,0.000137454,0.0001922054,0.0001772121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002134638,0.003073782,0.2376993,0.0006282404,0.001021923,0.02997372,0.00002656462,0.00004442489,0.006646606,0.0003931681,0.4385654,0.2797922],"study_design_scores_gemma":[0.03450411,0.004097795,0.7988026,0.002146363,0.0009636797,0.01501696,0.00003177631,0.0004995868,0.002658377,0.00670004,0.1340168,0.0005620292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906629,0.003560455,0.0006189112,0.003161229,0.0007427132,0.0005225175,0.00003104442,0.00003457973,0.0006656116],"genre_scores_gemma":[0.9913838,0.0009327214,0.0001443354,0.006777045,0.0002070178,0.00002346327,0.00001304604,0.00002359061,0.0004949648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5611032,"threshold_uncertainty_score":0.6212541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544538088376288,"score_gpt":0.2914194605574413,"score_spread":0.2659740796736784,"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."}}