{"id":"W1999480157","doi":"10.1377/hlthaff.2011.0663","title":"The Urgency Of Providing Comprehensive And Integrated Treatment For Substance Abusers With HIV","year":2011,"lang":"en","type":"article","venue":"Health Affairs","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Substance abuse; Human immunodeficiency virus (HIV); Medicine; Substance abuse treatment; Population; Psychiatry; Drug; Family medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044842,0.00025269,0.0006679699,0.0006048146,0.002680903,0.003396414,0.0009289716,0.005056852,0.006393163],"category_scores_gemma":[0.007621542,0.0002951512,0.0005837264,0.0005102102,0.0034208,0.003868066,0.005135833,0.008178521,0.0007685133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009371,"about_ca_system_score_gemma":0.01044357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055533,"about_ca_topic_score_gemma":0.01628806,"domain_scores_codex":[0.9955193,0.002623665,0.0002112859,0.0001783259,0.0007702663,0.0006971075],"domain_scores_gemma":[0.9894426,0.003955796,0.001445064,0.0004373623,0.0009804191,0.003738893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001493274,0.000818332,0.03598098,0.005066021,0.0003590013,0.001706372,0.004321001,0.00097558,0.00392372,0.06221221,0.171931,0.7125565],"study_design_scores_gemma":[0.0001246969,0.0009665707,0.07730243,0.007886423,0.0002488378,0.005481893,0.009697364,0.0006705019,0.001021949,0.03980897,0.8566807,0.0001095749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02521544,0.09179295,0.004995656,0.8500072,0.003513171,0.0001132456,0.00006873025,0.0001699392,0.02412369],"genre_scores_gemma":[0.3463732,0.2461909,0.0307492,0.3430188,0.02076991,0.0003933728,0.0002326566,0.00009765593,0.01217437],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006393163,"threshold_uncertainty_score":0.02371502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038888068213893,"score_gpt":0.3478666163190186,"score_spread":0.2439778094976292,"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."}}