{"id":"W2039342606","doi":"10.1016/j.jsat.2011.02.007","title":"The economic costs of quarterly monitoring and recovery management checkups for adults with chronic substance use disorders","year":2011,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Substance use; Economic cost; Medicine; Randomized controlled trial; Quarter (Canadian coin); Intervention (counseling); Cost–benefit analysis; Total cost; Psychiatry; Environmental health; Business; Internal medicine","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":[0.0009726125,0.0003164622,0.0003953703,0.001150139,0.0009974464,0.001010896,0.0005502158,0.0009930426,0.008340813],"category_scores_gemma":[0.01519725,0.0003331987,0.001072586,0.0009282977,0.0004800085,0.0007781372,0.001149191,0.001372876,0.0003624099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003311333,"about_ca_system_score_gemma":0.002871157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03354016,"about_ca_topic_score_gemma":0.04493563,"domain_scores_codex":[0.9986886,0.000709829,0.0001137233,0.00004971544,0.0002316323,0.0002064727],"domain_scores_gemma":[0.9937733,0.002980573,0.001345076,0.0001445547,0.0004838395,0.001272748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005905735,0.002200339,0.4796073,0.0005078395,0.0005861341,0.002864226,0.0004443803,0.006561471,0.000546899,0.003175761,0.03097617,0.4666238],"study_design_scores_gemma":[0.001093342,0.002684206,0.9535438,0.0007332775,0.0009763252,0.005865851,0.00427951,0.0160636,0.0002457605,0.002203292,0.01223673,0.00007433474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444878,0.009872677,0.0007270358,0.02211036,0.0004990115,0.0002809865,0.002055862,0.00005834144,0.01990788],"genre_scores_gemma":[0.9941515,0.002360585,0.000636506,0.0007431381,0.0002324835,0.00007261273,0.000546422,0.000006420679,0.00125025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354016,"threshold_uncertainty_score":0.06668985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022581996192667,"score_gpt":0.2441952070282625,"score_spread":0.2216132108355955,"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."}}