{"id":"W4401500147","doi":"10.1093/alcalc/agae056","title":"Triple network resting-state functional connectivity patterns of alcohol heavy drinking","year":2024,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute on Alcohol Abuse and Alcoholism; Peter Boris Centre for Addictions Research","keywords":"Default mode network; Resting state fMRI; Functional connectivity; Alcohol use disorder; Psychology; Neuropsychology; Neuroimaging; Impulsivity; Neuroscience; Middle frontal gyrus; Audiology; Task-positive network; Prefrontal cortex; Functional magnetic resonance imaging; Psychiatry; Cognition; Medicine; Alcohol; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007749008,0.0003858511,0.0004844854,0.000226457,0.0005323459,0.0001837412,0.00020729,0.000111633,0.0001093137],"category_scores_gemma":[0.002248132,0.0003543728,0.0002050401,0.000666459,0.0002859998,0.0004993156,0.0003515988,0.000477501,0.00005414855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000625065,"about_ca_system_score_gemma":0.00009335631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196036,"about_ca_topic_score_gemma":0.00009533792,"domain_scores_codex":[0.9968984,0.0002400673,0.000489798,0.001127063,0.0005989514,0.0006457595],"domain_scores_gemma":[0.9935313,0.005709021,0.0001484602,0.000365679,0.00009110862,0.0001543617],"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":[0.001697623,0.0009515251,0.2495677,0.001575194,0.00114333,0.001154486,0.004604288,0.01003765,0.3400686,0.2094653,0.08545768,0.09427658],"study_design_scores_gemma":[0.005942383,0.0009568725,0.5293908,0.00192155,0.0004020619,0.001284126,0.0003152585,0.01881745,0.1855742,0.1124127,0.1401614,0.00282112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850887,0.001235417,0.001573063,0.003622185,0.003245557,0.0004885116,0.0001103026,0.0004243623,0.004211921],"genre_scores_gemma":[0.9949703,0.0002408779,0.0000970671,0.001940817,0.0008371466,0.00007904978,0.00000903706,0.00005782383,0.001767926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2798231,"threshold_uncertainty_score":0.9998908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06344093180340761,"score_gpt":0.2874523356538121,"score_spread":0.2240114038504045,"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."}}