{"id":"W2888204163","doi":"10.1002/mds.27418","title":"Longer β oscillatory episodes reliably identify pathological subthalamic activity in Parkinsonism","year":2018,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Israel Science Foundation; Canadian Friends of Hebrew University; H2020 European Research Council; German-Israeli Foundation for Scientific Research and Development; Iowa Science Foundation; Bonfils-Stanton Foundation","keywords":"Parkinsonism; Subthalamic nucleus; Basal ganglia; Deep brain stimulation; Parkinson's disease; Pathological; Neuroscience; Psychology; MPTP; Stimulation; Medicine; Disease; Internal medicine; Central nervous system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002112438,0.0002720652,0.00036926,0.0001366521,0.0001190381,0.00002586048,0.0001217386,0.0001657463,0.0004163956],"category_scores_gemma":[0.00008167019,0.0002120833,0.0001473065,0.0002682584,0.0003079019,0.0001040818,0.0001044657,0.000246836,0.0001961479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103425,"about_ca_system_score_gemma":0.00003081102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070184,"about_ca_topic_score_gemma":0.0002943047,"domain_scores_codex":[0.9981425,0.000102359,0.0002730624,0.0006135231,0.0003392882,0.0005292881],"domain_scores_gemma":[0.9993159,0.00005355632,0.00008136108,0.0003844496,0.00003663345,0.0001281316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004136577,0.002181605,0.9677977,0.00003472842,0.00005616937,0.0001990898,0.0001676202,0.000005091331,0.009654811,0.0002619075,0.002465833,0.01676181],"study_design_scores_gemma":[0.002827635,0.001195838,0.9331306,0.00002521269,0.00003884037,4.50455e-7,0.00007345557,0.00009934817,0.001544621,0.06007037,0.0007745324,0.0002191625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868088,0.0002409046,0.0001231985,0.003820256,0.0002329004,0.0006351664,0.000009467702,0.00010364,0.008025682],"genre_scores_gemma":[0.9878745,0.0003898541,0.0001016913,0.01092913,0.00004737817,0.00008606598,0.00001293327,0.0000264343,0.0005320156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05980846,"threshold_uncertainty_score":0.8648504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818101723894279,"score_gpt":0.2910497571037267,"score_spread":0.2728687398647839,"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."}}