{"id":"W3195253383","doi":"10.1017/s135561772100103x","title":"Screening Tools for Cognitive Impairment in Adults with Substance Use Disorders: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Journal of the International Neuropsychological Society","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; CINAHL; MEDLINE; Medicine; Clinical psychology; Cognition; Systematic review; Neuropsychology; Population; Psychiatry; Psychology; Psychological intervention","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":[0.01018159,0.001519782,0.0067002,0.01245568,0.0007107042,0.002398272,0.001949053,0.001596701,0.003251859],"category_scores_gemma":[0.05392551,0.0008883465,0.008521114,0.009391742,0.0008442557,0.002544517,0.001407222,0.001115548,0.0002216132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395959,"about_ca_system_score_gemma":0.01038905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009909089,"about_ca_topic_score_gemma":0.02964287,"domain_scores_codex":[0.9912875,0.002803151,0.003340569,0.0005891345,0.001767598,0.0002119915],"domain_scores_gemma":[0.9626539,0.02721851,0.006379067,0.0003751015,0.003101653,0.000271706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001943968,0.0000247494,0.001874263,0.9357144,0.008316012,0.00006068987,0.0002526496,0.00006562108,0.00006028648,0.0001218029,0.000954215,0.05236096],"study_design_scores_gemma":[0.0002762665,0.0002024427,0.008532284,0.9180681,0.06360251,0.0003359187,0.0003864116,0.0001212389,0.0001283611,0.0002127611,0.008083854,0.00004989478],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001857892,0.9966006,0.0001627469,0.0001876016,0.00006610694,0.0005367874,0.000356043,0.000009943546,0.0002223715],"genre_scores_gemma":[0.03271123,0.9633943,0.001543787,0.0004647523,0.00008776531,0.001290754,0.0003998495,0.000005875554,0.0001016159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01245568,"threshold_uncertainty_score":0.05384606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0937785240139973,"score_gpt":0.373366906782917,"score_spread":0.2795883827689196,"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."}}