{"id":"W2999426664","doi":"10.1159/000505080","title":"Clinical Perspectives on Psychiatric Neurosurgery","year":2019,"lang":"en","type":"article","venue":"Stereotactic and Functional Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; NeuroDevNet; University of British Columbia","funders":"","keywords":"Neurosurgery; Medicine; Radiosurgery; Deep brain stimulation; Psychological intervention; Psychiatry; Depression (economics); Psychology; Internal medicine; Radiation therapy","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":[0.001385448,0.0003527791,0.0002157839,0.0007415098,0.002898422,0.002616108,0.0006115174,0.002268921,0.04057071],"category_scores_gemma":[0.004765813,0.0001558468,0.0002451862,0.001177169,0.002926676,0.001893872,0.002593895,0.003477527,0.005358661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031846,"about_ca_system_score_gemma":0.00529878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003178567,"about_ca_topic_score_gemma":0.005732909,"domain_scores_codex":[0.9985122,0.0005772013,0.00009223971,0.0001251233,0.0003706223,0.0003225167],"domain_scores_gemma":[0.9955176,0.000974461,0.0006801797,0.0001064058,0.0008049462,0.001916546],"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":[0.00006702681,0.0002895709,0.03813383,0.001394707,0.00002872556,0.005964036,0.01687252,0.0001801665,0.0007565049,0.02689197,0.6185315,0.2908895],"study_design_scores_gemma":[0.00004865609,0.000173114,0.0327457,0.002132325,0.00001879118,0.02077489,0.03392262,0.0000772928,0.0001129781,0.01045667,0.8994969,0.00003996844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.04114798,0.05996887,0.0008213172,0.6336449,0.01180523,0.00005671295,0.0002675149,0.00006165645,0.2522258],"genre_scores_gemma":[0.5327294,0.1767323,0.001296389,0.2110369,0.02987562,0.0001627547,0.0004831625,0.00005617752,0.04762718],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04057071,"threshold_uncertainty_score":0.1357225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318431496494948,"score_gpt":0.2881916972951374,"score_spread":0.2550073823301879,"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."}}