{"id":"W3124140532","doi":"10.1111/acer.14554","title":"Cerebrospinal Fluid Biomarkers in Patients With Alcohol Use Disorder and Persistent Cognitive Impairment","year":2021,"lang":"en","type":"article","venue":"Alcoholism Clinical and Experimental Research","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebrospinal fluid; Medicine; Internal medicine; Psychiatry; Montreal Cognitive Assessment; Alcohol use disorder; Population; Abstinence; Disease; Alcohol; Cognitive impairment; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002537399,0.0004352622,0.0004706507,0.001463646,0.0007183829,0.000671029,0.0002473027,0.0003667539,0.0009982422],"category_scores_gemma":[0.001417128,0.0001888693,0.0001769245,0.0009871009,0.0003318106,0.0003832867,0.0003525699,0.0003148804,0.0002186797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462424,"about_ca_system_score_gemma":0.0005497335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575078,"about_ca_topic_score_gemma":0.00475298,"domain_scores_codex":[0.9997784,0.00003611959,0.00003945831,0.00004174569,0.00004672296,0.00005754795],"domain_scores_gemma":[0.9993262,0.0001066796,0.0002934959,0.00002230317,0.0001018826,0.000149454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129137,0.00003516283,0.9965097,0.00001261346,0.00001465753,0.001253188,0.00009959993,0.00001615833,0.0003570578,0.000006240111,0.00007373823,0.001508956],"study_design_scores_gemma":[0.000008757154,0.0001600242,0.9936819,0.0000136494,0.00002880197,0.00508995,0.0004176743,0.0001194177,0.000217278,0.00003457163,0.0002229849,0.000005020238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990129,0.0005304457,0.00002920058,0.00003270522,0.000005895865,0.000007429822,0.00007559852,0.000003693646,0.0003019875],"genre_scores_gemma":[0.9996308,0.0001473968,0.00004480484,0.00003095991,0.00001252585,0.000004367202,0.00007261296,7.755718e-7,0.00005574048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004575078,"threshold_uncertainty_score":0.009096861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040252386723339,"score_gpt":0.424364675346711,"score_spread":0.3203394366743771,"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."}}