{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001586557,0.0002452347,0.0004892069,0.0002141577,0.0003027126,0.00005658968,0.00005777421,0.00002468552,0.0008522572],"category_scores_gemma":[0.0001923324,0.00019,0.0002501119,0.0007354963,0.000189459,0.0001394001,0.00002778473,0.0004796225,0.0001024502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702054,"about_ca_system_score_gemma":0.0001900413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002957998,"about_ca_topic_score_gemma":0.0001543126,"domain_scores_codex":[0.9983912,0.00008957141,0.0003717327,0.0003668498,0.0004498917,0.0003307663],"domain_scores_gemma":[0.9985135,0.0001944874,0.0002575652,0.0002380047,0.0004836361,0.0003127584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909832,0.002446379,0.9785646,0.000001535757,0.001753506,0.001027893,0.001791274,0.000006189723,0.00008294441,0.00003591802,0.0003063158,0.01349251],"study_design_scores_gemma":[0.005654403,0.006043152,0.9368184,0.0001556292,0.001012217,0.0003321066,0.048987,0.000008784467,0.0006679803,0.00002892253,0.0001178891,0.0001734685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963095,0.0000912894,0.000349528,0.0005713557,0.0002837425,0.0005446486,0.00001174009,0.00007497582,0.001763225],"genre_scores_gemma":[0.9954803,0.0001213094,0.0006358678,0.0003693878,0.0003113483,0.00009557783,0.00002056559,0.00003483501,0.002930837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04719573,"threshold_uncertainty_score":0.9331619,"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."}}