{"id":"W4415082093","doi":"10.3171/2025.6.jns2588","title":"Focused ultrasound capsulotomy: predicting the probability of successful lesioning based on skull morphology","year":2025,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Skull; Focused ultrasound; Ultrasound; Predictive value; Incidence (geometry)","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":[0.00190257,0.0006076701,0.0003224531,0.001734637,0.0002205801,0.0007075645,0.0004589398,0.0005667158,0.001645739],"category_scores_gemma":[0.01274623,0.0002586608,0.0008029076,0.0006429792,0.0003412366,0.0006558869,0.0005060703,0.0005447252,0.000565336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269556,"about_ca_system_score_gemma":0.000458501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485327,"about_ca_topic_score_gemma":0.001807951,"domain_scores_codex":[0.9992651,0.0002515491,0.0001180828,0.000144671,0.0001572366,0.00006332988],"domain_scores_gemma":[0.9915678,0.00504246,0.002257818,0.0002547578,0.0005660568,0.0003110897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002285211,0.00003819564,0.9875766,0.00001439494,0.00006334252,0.00007178875,0.00002792391,0.00434829,0.0001795836,0.00001820957,0.0001283705,0.007304823],"study_design_scores_gemma":[0.00003280293,0.0006135653,0.8113047,0.00005588845,0.000183734,0.001619349,0.0002930722,0.1842237,0.001050377,0.0002309922,0.000358707,0.0000331822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960667,0.000236094,0.002972608,0.00008002802,0.00001064392,0.00001934214,0.0002194083,0.00003461532,0.0003604533],"genre_scores_gemma":[0.9988966,0.00006870731,0.0006994171,0.000005140355,0.000006860775,0.000008479677,0.0002224135,0.0000038699,0.00008845174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485327,"threshold_uncertainty_score":0.01006186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761957125468128,"score_gpt":0.2881711987056093,"score_spread":0.270551627450928,"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."}}