{"id":"W3174674961","doi":"10.1097/qad.0000000000002993","title":"Attributing health benefits to preventing HIV infections versus improving health outcomes among people living with HIV: an analysis in six US cities","year":2021,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; AIDS Vancouver; Simon Fraser University","funders":"National Institute on Drug Abuse","keywords":"Medicine; Psychological intervention; Environmental health; Gerontology; Public health; Health benefits; Demography; Nursing","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":[0.008606719,0.001286561,0.00149703,0.001760906,0.0007768332,0.00182876,0.002008184,0.001200282,0.001730369],"category_scores_gemma":[0.01173938,0.001145541,0.006688915,0.002371259,0.001049803,0.0008597645,0.002952644,0.001524962,0.00013075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00423158,"about_ca_system_score_gemma":0.002712522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1330938,"about_ca_topic_score_gemma":0.07145268,"domain_scores_codex":[0.9950636,0.003285534,0.0002265351,0.0005853223,0.0002875623,0.0005513959],"domain_scores_gemma":[0.9871063,0.007805331,0.002514251,0.0006766435,0.0009467605,0.0009506347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00377825,0.0008517033,0.8549913,0.0002310128,0.008623286,0.0003317604,0.0002277946,0.1244932,0.0002548193,0.0008344635,0.001222095,0.004160414],"study_design_scores_gemma":[0.001871117,0.001900962,0.6349515,0.0001511097,0.006076027,0.0002709388,0.001727834,0.3500128,0.0004211097,0.001328587,0.001148626,0.0001394744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973277,0.0002965633,0.0008198294,0.0001756779,0.000007546851,0.0001149854,0.001065741,0.00001301703,0.0001789427],"genre_scores_gemma":[0.9970453,0.0002248123,0.0008869438,0.00007917821,0.000007156686,0.0001143915,0.001443001,0.000009105734,0.0001900612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330938,"threshold_uncertainty_score":0.2646383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774910900182743,"score_gpt":0.3479493609304709,"score_spread":0.3202002519286434,"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."}}