{"id":"W4402018658","doi":"10.21315/mjms2024.31.4.20","title":"Minimally Invasive Intervention for Trigeminal Neuralgia","year":2024,"lang":"en","type":"letter","venue":"Malaysian Journal of Medical Sciences","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Trigeminal neuralgia; Medicine; Intervention (counseling); Anesthesia; Psychiatry","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":[0.001435684,0.0003323256,0.00083478,0.0005816657,0.000106511,0.0001495852,0.0007575834,0.000622732,0.0008505856],"category_scores_gemma":[0.001029696,0.0002016839,0.0009586397,0.0004311549,0.0005634779,0.0001585274,0.00008378445,0.001906385,0.00006611554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186631,"about_ca_system_score_gemma":0.001067994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008439699,"about_ca_topic_score_gemma":0.000002685811,"domain_scores_codex":[0.9952154,0.0001073731,0.001041611,0.0004213904,0.002714794,0.0004994989],"domain_scores_gemma":[0.9980176,0.0006078411,0.00064561,0.0001487168,0.0001817206,0.0003985136],"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":[0.0001875098,0.0001400273,0.0007959355,0.001294172,0.0003157655,0.02212283,0.0000865822,3.09404e-7,0.00005076488,0.00004355223,0.9571768,0.01778577],"study_design_scores_gemma":[0.006660675,0.0211189,0.001496522,0.01873251,0.003689994,0.03165145,0.0003883742,0.0003115353,0.001269538,0.003379298,0.9106681,0.0006330698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09043335,0.002482969,0.00006675362,0.90364,0.002433633,0.0003979729,0.00002741236,0.00002169703,0.0004962492],"genre_scores_gemma":[0.3446606,0.001585728,0.006094127,0.5909281,0.03560271,0.0001127588,0.0002148533,0.0002130153,0.02058807],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3127118,"threshold_uncertainty_score":0.9313316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099790185159322,"score_gpt":0.3530554296478743,"score_spread":0.3020575277962811,"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."}}