{"id":"W2894675460","doi":"10.1016/j.addbeh.2018.10.006","title":"The service-seeking profiles of youth reporting a legal mandate or perceived coercion for substance use treatment","year":2018,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Guelph; Centre for Addiction and Mental Health","funders":"","keywords":"Coercion (linguistics); Mandate; Substance use; Psychology; Service (business); Social psychology; Criminology; Psychiatry; Political science; Business; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048237,0.000248332,0.0004357047,0.00006903132,0.0003465992,0.00003276257,0.00008595618,0.00007830995,0.00005022796],"category_scores_gemma":[0.0001553425,0.0001356159,0.0001874821,0.0002280997,0.0002108086,0.0002200056,0.00001471382,0.00007145364,0.000007609931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238688,"about_ca_system_score_gemma":0.0001346949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002458248,"about_ca_topic_score_gemma":0.002266678,"domain_scores_codex":[0.9983591,0.00003566123,0.0006676006,0.000344678,0.0002430067,0.0003499054],"domain_scores_gemma":[0.9980755,0.0002363759,0.00068861,0.0004203331,0.0004946633,0.00008454218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005094016,0.0004058346,0.9425303,0.00001983277,0.0003577855,0.0001004323,0.02670152,5.808091e-7,0.01435037,0.00008365961,0.0001117615,0.0102439],"study_design_scores_gemma":[0.007115542,0.002810475,0.8940699,0.0005663009,0.002279181,0.0000571301,0.02352698,0.0001844495,0.06799592,0.0000126703,0.001062818,0.0003186307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977508,0.0000880208,0.0001127933,0.0001324191,0.0002009058,0.001462632,0.00006086596,0.00008420528,0.0001073127],"genre_scores_gemma":[0.9958364,0.00007547551,0.001097109,0.00005647101,0.000130275,0.0002504195,0.0001414836,0.00004337636,0.002368945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05364555,"threshold_uncertainty_score":0.5530255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09667329192601848,"score_gpt":0.3450564258466174,"score_spread":0.248383133920599,"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."}}