{"id":"W2078591537","doi":"10.1001/jama.2010.421","title":"Enhanced HIV Testing, Treatment, and Support for HIV-Infected Substance Users","year":2010,"lang":"en","type":"article","venue":"JAMA","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Family medicine; Otorhinolaryngology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001058313,0.0001008723,0.0001671037,0.00007793247,0.00008195003,0.00003423497,0.0000472243,0.00007055874,0.0006322963],"category_scores_gemma":[0.0009265934,0.00007922937,0.00008404282,0.0001271926,0.00007594946,0.0001034729,0.000009781397,0.0001477077,0.0001014052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003164232,"about_ca_system_score_gemma":0.00008087766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002988293,"about_ca_topic_score_gemma":0.0002750644,"domain_scores_codex":[0.9992701,0.00001351602,0.0001503763,0.0001992563,0.00009092638,0.0002757666],"domain_scores_gemma":[0.9991876,0.0001584491,0.00004171976,0.0002101476,0.0001895567,0.000212502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004172796,0.0005453335,0.08222086,0.0001539789,0.0001455258,0.00003054498,0.0005338346,1.433184e-7,0.6386107,0.0006807246,0.1240492,0.1526119],"study_design_scores_gemma":[0.02294329,0.01373922,0.2133431,0.0003176967,0.0002294333,0.0001563213,0.0002165856,0.002894459,0.3448202,0.00033607,0.4005552,0.0004483811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700788,0.00003162477,0.001333469,0.001185213,0.00004713693,0.0005519933,0.0001099441,0.00008070816,0.02658108],"genre_scores_gemma":[0.8688359,0.00002677617,0.00346701,0.0000776757,0.0002137351,0.0001445769,0.0001443579,0.00002093416,0.127069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937905,"threshold_uncertainty_score":0.69232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057061862966026,"score_gpt":0.3359562767110819,"score_spread":0.3053856580814216,"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."}}