{"id":"W2901755479","doi":"10.2196/12092","title":"Drug-related virtual reality cue reactivity is associated with gamma activity in reward and executive control circuit in methamphetamine use disorders (Preprint)","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Methamphetamine; Preprint; Cue reactivity; Psychology; Drug; Executive functions; Neuroscience; Medicine; Cognition; Psychiatry; Addiction; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168763,0.0002613218,0.0001989009,0.0001802045,0.0001684551,0.0003884268,0.0001524872,0.0003876529,0.007150622],"category_scores_gemma":[0.001729042,0.0001999675,0.000156508,0.0001099333,0.0002038794,0.0002344048,0.0003815612,0.0003242738,0.0002481333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188986,"about_ca_system_score_gemma":0.00008839551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291516,"about_ca_topic_score_gemma":0.001383558,"domain_scores_codex":[0.99992,0.00002186071,0.000005481034,0.00001995142,0.00001126456,0.00002132724],"domain_scores_gemma":[0.9996106,0.0001770429,0.0001057463,0.00003027743,0.0000259621,0.00005046039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03699775,0.002049614,0.364326,0.0005313811,0.0008427177,0.001892389,0.002004513,0.002740097,0.4892188,0.0009321441,0.003230316,0.09523426],"study_design_scores_gemma":[0.00008385164,0.0006561739,0.9900758,0.00002078274,0.000107914,0.0004178125,0.0002617223,0.001638326,0.005808801,0.0005963866,0.0003179768,0.00001459175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988428,0.00008845678,0.0003935323,0.0000626222,0.0000127265,0.000005447895,0.0001292665,0.000009869379,0.0004551537],"genre_scores_gemma":[0.9990766,0.00005624233,0.0001356618,0.00003008263,0.00001787372,0.00001308947,0.0001079361,0.00000695179,0.0005555691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007150622,"threshold_uncertainty_score":0.02392119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855755079684066,"score_gpt":0.3969807177893093,"score_spread":0.3484231669924686,"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."}}