{"id":"W3115061346","doi":"10.3390/jpm11010017","title":"The Role of Gamma Oscillations in the Pathophysiology of Substance Use Disorders","year":2020,"lang":"en","type":"review","venue":"Journal of Personalized Medicine","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Cannabis; Medicine; Amphetamine; Electroencephalography; Substance use; Pathophysiology; Neuroscience; Drug; Psychiatry; Clinical psychology; Bioinformatics; Psychology; Pathology; Internal medicine; Biology","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":[0.0006684524,0.0001812854,0.001087523,0.0001443668,0.00007285324,0.000008222101,0.000492205,0.00008148736,0.00002079022],"category_scores_gemma":[0.001680141,0.00007751452,0.0003658099,0.0006891782,0.0004871805,0.00007483584,0.00001681606,0.0005535163,8.097298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003713289,"about_ca_system_score_gemma":0.0001371116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538124,"about_ca_topic_score_gemma":0.00003276745,"domain_scores_codex":[0.9974875,0.0006795072,0.0009865046,0.0001604024,0.0005349598,0.0001510998],"domain_scores_gemma":[0.994908,0.003105293,0.001650995,0.0001963212,0.00009146343,0.00004793312],"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":[0.0002844315,0.0001264188,0.00005240502,0.001534299,0.00007151487,0.00005857571,0.002911623,0.00001564313,0.01146108,0.008230183,0.0008129541,0.9744409],"study_design_scores_gemma":[0.0005109276,0.0004464256,0.00007402935,0.002534306,0.0002194879,0.00008780976,0.0003949527,0.0001215978,0.000009238332,0.002615046,0.9929096,0.0000766166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002221121,0.994639,0.00002882529,0.002157304,0.0004441496,0.0003397398,0.00002452754,0.000002351536,0.0001429736],"genre_scores_gemma":[0.003005101,0.9964623,0.00001708833,0.000222518,0.000207017,0.000005265191,0.000002665956,0.00001416723,0.00006381058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920966,"threshold_uncertainty_score":0.3160951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719108685061321,"score_gpt":0.3210629828215895,"score_spread":0.2638718959709763,"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."}}