{"id":"W2904543139","doi":"10.1111/acer.13941","title":"Elucidating the Effect of a Brief Drinking Intervention Using Neuroimaging: A Preliminary Study","year":2018,"lang":"en","type":"article","venue":"Alcoholism Clinical and Experimental Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Cue reactivity; Neuroimaging; Psychological intervention; Intervention (counseling); Functional magnetic resonance imaging; Psychosocial; Psychology; Brief intervention; Precuneus; Clinical psychology; Reactivity (psychology); Medicine; Craving; Psychiatry; Neuroscience; Addiction; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226775,0.0004975515,0.0006543525,0.000235639,0.0003861755,0.0002430615,0.0004573628,0.0006893957,0.002310639],"category_scores_gemma":[0.002212648,0.0002009202,0.0004837034,0.0001976965,0.0006214808,0.0004190087,0.0004092031,0.0007141131,0.0002147159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004436797,"about_ca_system_score_gemma":0.001018098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655895,"about_ca_topic_score_gemma":0.003639106,"domain_scores_codex":[0.9993829,0.0002894563,0.00006261628,0.00008199933,0.00007239134,0.0001105912],"domain_scores_gemma":[0.9989085,0.0004597446,0.0001650818,0.0001129819,0.0001091971,0.0002445533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.152511,0.5026608,0.02282609,0.001740609,0.0006293955,0.0004179141,0.002130073,0.0005316012,0.09727793,0.0003730718,0.000767467,0.2181342],"study_design_scores_gemma":[0.0145632,0.8742172,0.09946626,0.00007734151,0.000487935,0.0001144187,0.00041435,0.0005336895,0.008407937,0.0002631203,0.001432527,0.00002194388],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975623,0.0002325319,0.0003391295,0.00009293576,0.00001741752,0.001227354,0.00006300287,0.00001563239,0.0004497055],"genre_scores_gemma":[0.9935141,0.0005964119,0.002346135,0.0001691578,0.00006540432,0.002528359,0.0001247341,0.00000472619,0.0006510275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002655895,"threshold_uncertainty_score":0.007729828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056983482277831,"score_gpt":0.5323936703962562,"score_spread":0.3266953221684731,"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."}}