{"id":"W3094136577","doi":"10.1186/s13034-020-00349-z","title":"“I feel good when I drink”—detecting childhood-onset alcohol abuse and dependence in a Ugandan community trial cohort","year":2020,"lang":"en","type":"article","venue":"Child and Adolescent Psychiatry and Mental Health","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; Grand Challenges Canada","keywords":"Psychiatry; Forensic psychiatry; Child and adolescent psychiatry; Cohort; Medicine; Childhood abuse; Alcohol dependence; Alcohol abuse; Alcohol; Psychology; Human factors and ergonomics; Child abuse; Poison control; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005816004,0.0002713854,0.0005089937,0.00006664723,0.0005226295,0.00004059888,0.00009012222,0.000105161,0.000005277356],"category_scores_gemma":[0.00003718361,0.0002454574,0.00005069036,0.0001383373,0.0001109206,0.0001463811,0.00009899412,0.001074967,0.000001407871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005819335,"about_ca_system_score_gemma":0.0001059796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007734622,"about_ca_topic_score_gemma":0.0003291964,"domain_scores_codex":[0.9982461,0.0002733515,0.0004167388,0.0004343253,0.0002248816,0.0004046148],"domain_scores_gemma":[0.9989317,0.00003921397,0.0001409969,0.0002133737,0.00001008055,0.0006646489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008640187,0.001249316,0.966522,0.002352284,0.00005900842,0.000009888179,0.009119134,2.164317e-7,0.0001488835,0.00005058266,0.0008297078,0.01101882],"study_design_scores_gemma":[0.04655313,0.002441613,0.9433373,0.003685892,0.00003698172,0.0003174994,0.002303254,0.00004900452,0.0001723716,0.00006667697,0.0007434861,0.0002927778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767129,0.009371857,0.00001250839,0.01118316,0.0003856876,0.002045157,0.00004580675,0.00006837543,0.0001745942],"genre_scores_gemma":[0.9854327,0.002937661,0.0002979371,0.01090995,0.0003169981,0.00001548728,0.00005852594,0.00002337001,0.000007300427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03791295,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632898966897284,"score_gpt":0.2760962737664763,"score_spread":0.2597672840975034,"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."}}