{"id":"W3118586395","doi":"10.21926/obm.neurobiol.2101082","title":"Medical Hypothesis: Deep Brain Stimulation for Intractable Migraine","year":2021,"lang":"en","type":"article","venue":"OBM Neurobiology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cluster headache; Deep brain stimulation; Migraine; Medicine; Dystonia; Headaches; Chronic Migraine; Physical medicine and rehabilitation; Neuroscience; Occipital nerve stimulation; Disease; Parkinson's disease; Anesthesia; Psychology; Surgery; Internal medicine; Psychiatry; Pathology","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":[0.0002126189,0.000125357,0.0003563559,0.00005389633,0.00006910836,0.000005260444,0.00005590385,0.0001662471,0.0008442463],"category_scores_gemma":[0.003943079,0.0001044012,0.000134628,0.0001409057,0.00007327606,0.00002336516,0.00004804119,0.0001730502,0.00004220068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001675305,"about_ca_system_score_gemma":0.0001409027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169697,"about_ca_topic_score_gemma":0.0002380248,"domain_scores_codex":[0.9989712,0.00008060146,0.0002511847,0.0003042212,0.00009638666,0.0002963943],"domain_scores_gemma":[0.9984482,0.001074309,0.00004723489,0.0001942944,0.0001223598,0.0001136376],"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":[0.0007547432,0.0008419209,0.01893408,0.0004976767,0.0004839998,0.0004230905,0.001045543,0.00001655078,0.1214605,0.004648895,0.823212,0.02768093],"study_design_scores_gemma":[0.005023024,0.001307305,0.06493629,0.00008875156,0.0002555758,0.0008449312,0.0002836866,0.002590239,0.01447929,0.001591679,0.9082722,0.0003270284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711619,0.002269288,0.003580877,0.1153452,0.0002362679,0.0006956938,0.0000237117,0.0001693781,0.006517641],"genre_scores_gemma":[0.9551723,0.0002275793,0.00337919,0.0222511,0.0007539969,0.00007542575,0.0001985014,0.00003574985,0.01790614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069812,"threshold_uncertainty_score":0.9243905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211740776644364,"score_gpt":0.3061427848293291,"score_spread":0.2740253770628855,"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."}}