{"id":"W3036793733","doi":"10.3390/diagnostics10060419","title":"Evaluation of BDNF as a Biomarker for Impulsivity in a Psychiatric Population","year":2020,"lang":"en","type":"article","venue":"Diagnostics","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University","funders":"Brain and Behavior Research Foundation","keywords":"Impulsivity; Biomarker; Barratt Impulsiveness Scale; Psychology; Psychiatry; Clinical psychology; Brain-derived neurotrophic factor; Risk factor; Population; Neurotrophic factors; Medicine; Internal medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005077,0.0003451961,0.0004218664,0.001235388,0.0002871833,0.0005960902,0.0002324952,0.0003523916,0.0006766858],"category_scores_gemma":[0.002263021,0.0001725433,0.0003033549,0.0005999997,0.0002342796,0.0001983453,0.0003608075,0.0005120626,0.0001059191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058664,"about_ca_system_score_gemma":0.0001875478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451745,"about_ca_topic_score_gemma":0.002227752,"domain_scores_codex":[0.9996446,0.0001247057,0.0000530037,0.00006567279,0.00007625642,0.0000356811],"domain_scores_gemma":[0.9989948,0.0002360845,0.0004377229,0.00005771936,0.000138177,0.0001354623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003812334,0.00009340981,0.9897634,0.00002277912,0.0001151425,0.0001795242,0.0001357822,0.00004851382,0.004555628,0.00002527127,0.0000198143,0.004659447],"study_design_scores_gemma":[0.000008201143,0.000607495,0.9969397,0.00001052897,0.00007008702,0.0007173995,0.0001968548,0.0003420099,0.0009351988,0.00007725757,0.00008939499,0.0000059956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990581,0.0004307809,0.0002335449,0.00002395602,0.000003908524,0.000007450885,0.00004614597,0.000004048404,0.0001921227],"genre_scores_gemma":[0.9993306,0.0001468563,0.0003298654,0.00001565485,0.000003987886,0.000005471814,0.00004702507,9.538405e-7,0.0001196609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001451745,"threshold_uncertainty_score":0.005315423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184107731642406,"score_gpt":0.3714511709087764,"score_spread":0.2530403977445358,"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."}}