{"id":"W4315650819","doi":"10.3389/fpain.2022.1084701","title":"Translational aspects of deep brain stimulation for chronic pain","year":2023,"lang":"en","type":"review","venue":"Frontiers in Pain Research","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Deep brain stimulation; Neuroscience; Chronic pain; Medicine; Analgesic; Brain stimulation; Stimulation; Thalamus; Clinical trial; Animal studies; Cingulum (brain); Physical medicine and rehabilitation; Psychology; Anesthesia; White matter; Magnetic resonance imaging; Pathology; Internal medicine","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":[0.006882912,0.0002369619,0.0012412,0.0008876011,0.00007277543,0.00001212904,0.0001881922,0.0003692411,0.00006076475],"category_scores_gemma":[0.003059973,0.000186143,0.0004075154,0.00108336,0.0001426474,0.00002806592,0.00003077368,0.0005921714,0.00001210148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788376,"about_ca_system_score_gemma":0.000541954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001235004,"about_ca_topic_score_gemma":0.00004402047,"domain_scores_codex":[0.9957417,0.001959657,0.0005953978,0.0005034494,0.000667493,0.0005323224],"domain_scores_gemma":[0.9950898,0.004283762,0.0001077558,0.0002969802,0.0001136975,0.0001079829],"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":[0.0001018715,0.0002249632,0.0004946025,0.02084085,0.0002173228,0.00005328863,0.00003680689,0.00002144148,2.799258e-7,0.0002470107,0.02040681,0.9573548],"study_design_scores_gemma":[0.003662357,0.003407586,0.0005941623,0.01037456,0.0002937037,0.000001876556,0.00008297767,0.02601982,6.465946e-7,0.05829076,0.896929,0.0003426184],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006000389,0.9744536,0.02025509,0.0005187435,0.0001299903,0.004114158,0.00006143939,0.00003266571,0.0004283231],"genre_scores_gemma":[0.0001851207,0.9947503,0.001998278,0.00008425568,0.0001573075,0.0009271745,0.0009302226,0.0000855314,0.0008818485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9570121,"threshold_uncertainty_score":0.7590693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1698353485638617,"score_gpt":0.4500226642438666,"score_spread":0.2801873156800049,"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."}}