{"id":"W4407088164","doi":"10.1159/000543755","title":"Cognitive Function among People with Severe Substance Use","year":2025,"lang":"en","type":"article","venue":"European Addiction Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Montreal Cognitive Assessment; Cognition; Population; Medicine; Psychology; Clinical psychology; Psychiatry; Substance use; Cognitive impairment; Environmental health","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":[0.0003985528,0.0003208787,0.0002684744,0.0007346009,0.0004523419,0.0005233373,0.0001938936,0.0002589024,0.002056981],"category_scores_gemma":[0.001095164,0.00008534699,0.0003545768,0.0005483315,0.0002391051,0.0002621108,0.0004438482,0.0002767341,0.0002262115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797204,"about_ca_system_score_gemma":0.0002999442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008684976,"about_ca_topic_score_gemma":0.01018548,"domain_scores_codex":[0.9998181,0.0000326013,0.00001999533,0.00003581994,0.00005367725,0.00003976015],"domain_scores_gemma":[0.9996903,0.00003192241,0.000158606,0.0000125963,0.00005262303,0.00005394585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006397726,0.00009080151,0.9928849,0.00004768895,0.00004167834,0.0000906417,0.0003190795,0.00002546855,0.0002049785,0.00001659353,0.0001449213,0.006069267],"study_design_scores_gemma":[0.000002255868,0.00009915635,0.9993941,0.00001393306,0.00001073659,0.0001446646,0.0001515686,0.00001799416,0.00002656882,0.00002183261,0.000115504,0.000001672854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978173,0.0004918435,0.00004570658,0.00004352203,0.000007073501,0.00002486252,0.0003345211,0.000003468074,0.001231681],"genre_scores_gemma":[0.999279,0.000192821,0.0000646438,0.00002865806,0.000006533439,0.0000156834,0.0002003254,4.957362e-7,0.0002119122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008684976,"threshold_uncertainty_score":0.01726884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05794485882236879,"score_gpt":0.3278819435591124,"score_spread":0.2699370847367437,"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."}}