{"id":"W3204561488","doi":"10.1007/s00406-021-01336-x","title":"Functional and clinical outcomes of FMRI-based neurofeedback training in patients with alcohol dependence: a pilot study","year":2021,"lang":"en","type":"article","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Ludwig-Maximilians-Universität München","keywords":"Neurofeedback; Alcohol dependence; Psychology; Physical medicine and rehabilitation; Clinical psychology; Medicine; Psychotherapist; Psychiatry; Audiology; Alcohol; Electroencephalography","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":[0.0003737495,0.0004680041,0.0006033743,0.0001767601,0.0002608984,0.0001818219,0.000148223,0.000409611,0.001237045],"category_scores_gemma":[0.0004851096,0.000107652,0.0003618897,0.0001009819,0.0003220141,0.0001829319,0.0002171057,0.0003186909,0.0002142082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780496,"about_ca_system_score_gemma":0.0002110484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006003564,"about_ca_topic_score_gemma":0.000879532,"domain_scores_codex":[0.999859,0.00004403839,0.00001127513,0.0000302107,0.000022182,0.00003322252],"domain_scores_gemma":[0.9997198,0.00005021396,0.00005418674,0.0000378037,0.0000356987,0.0001022436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1618982,0.07882364,0.3028155,0.0006025579,0.0009371968,0.002317422,0.001744238,0.001434166,0.2545229,0.0001374867,0.0008553154,0.1939113],"study_design_scores_gemma":[0.004708072,0.2255557,0.7588512,0.00002280797,0.0003498597,0.0009457624,0.0003173454,0.001324025,0.006896732,0.00006498588,0.0009296791,0.00003380816],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995404,0.0001094199,0.00009468087,0.00001179307,0.000004150513,0.00006804945,0.00003125676,0.000004162753,0.0001360186],"genre_scores_gemma":[0.9992205,0.00009768779,0.0001945214,0.00003617342,0.00001619968,0.0001070946,0.0001186828,0.000001502716,0.000207699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001237045,"threshold_uncertainty_score":0.004138291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0983968431178956,"score_gpt":0.3518142267973784,"score_spread":0.2534173836794829,"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."}}