{"id":"W2151683020","doi":"10.3109/10826080009148243","title":"Services Research Outcomes Study: Overview of Drug Treatment Population and Outcomes","year":2000,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Public Health Service","keywords":"Medicine; Drug; Fell; Drug treatment; Psychiatry; Population; Quarter (Canadian coin); Demography; Environmental health; Internal medicine; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003557585,0.000380913,0.0009716221,0.0002618689,0.0001972927,0.0000514743,0.0001364946,0.00008509433,0.0004771222],"category_scores_gemma":[0.00002516641,0.0002613554,0.000193005,0.0005184832,0.000102571,0.0004416204,0.00001931625,0.0001513766,0.00006664872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371706,"about_ca_system_score_gemma":0.00004048428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023808,"about_ca_topic_score_gemma":0.01109286,"domain_scores_codex":[0.9974145,0.0001825641,0.0005753869,0.0005455333,0.0007898149,0.0004921902],"domain_scores_gemma":[0.9981776,0.0004814342,0.0001210821,0.0008489373,0.0001813351,0.0001896077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004199492,0.001151564,0.9747003,0.00007324004,0.0003741468,0.00009090447,0.01336723,0.000002565912,0.0000346047,0.00007852331,0.00004021326,0.009666718],"study_design_scores_gemma":[0.006604663,0.0003598958,0.9869437,0.0002158719,0.0002999264,0.000005481323,0.004265504,0.00001152218,0.0004365183,0.0001193162,0.0005329921,0.0002045734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931224,0.004724038,1.869057e-7,0.0002849818,0.00007699609,0.001453614,0.00001245238,0.0001134153,0.0002119014],"genre_scores_gemma":[0.9861627,0.004373215,0.0002590108,0.0001426452,0.00003240926,0.00008624589,0.00004744276,0.00005107669,0.008845281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224339,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123341006075119,"score_gpt":0.4072292950641632,"score_spread":0.2948951944566513,"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."}}