{"id":"W3194226598","doi":"10.1111/ajad.13209","title":"Cognitive improvement among abstinent methamphetamine users: A 2‐year prospective longitudinal study","year":2021,"lang":"en","type":"article","venue":"American Journal on Addictions","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Gee; Abstinence; Generalized estimating equation; Longitudinal study; Repeated measures design; Confidence interval; Prospective cohort study; Cognition; Montreal Cognitive Assessment; Psychology; Demography; Medicine; Internal medicine; Psychiatry; Cognitive impairment; Statistics","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":[0.001653196,0.0004112806,0.000429879,0.000837015,0.001168177,0.0007556234,0.0005487838,0.0008168272,0.000812345],"category_scores_gemma":[0.002027437,0.0005108672,0.0007771571,0.0008055043,0.0002817368,0.0007830122,0.0006057633,0.001137229,0.0002939894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000429222,"about_ca_system_score_gemma":0.0005609476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684972,"about_ca_topic_score_gemma":0.020081,"domain_scores_codex":[0.999544,0.0001291684,0.00004200704,0.00009918929,0.00009301094,0.0000924672],"domain_scores_gemma":[0.9986846,0.000119077,0.0004778818,0.0001214983,0.0002767129,0.0003203235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108539,0.0002371678,0.9979603,0.00000645045,0.00007430412,0.00007538596,0.0002270267,0.00001434856,0.0001302421,0.000007490571,0.00005517055,0.001001248],"study_design_scores_gemma":[0.0000179965,0.0003459822,0.9990694,0.000005024049,0.00004238325,0.00008508256,0.0002127071,0.00009636999,0.00002452178,0.00001021007,0.00008585043,0.000004479751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993958,0.0001669181,0.00005054186,0.00002875337,0.000004413229,0.00001760834,0.0002081791,0.000002989708,0.000124739],"genre_scores_gemma":[0.9990958,0.0001082044,0.0001103327,0.00004364388,0.000008460526,0.0000255497,0.0003806869,0.000001365853,0.0002259193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684972,"threshold_uncertainty_score":0.03350329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665364493616231,"score_gpt":0.3175195020718433,"score_spread":0.290865857135681,"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."}}