{"id":"W7100921846","doi":"","title":"*Correspondence to:","year":2014,"lang":"en","type":"article","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Human immunodeficiency virus (HIV); Public health; Sensitivity (control systems); Health economics; First line","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006042381,0.0007321704,0.0006977604,0.0007427694,0.001875235,0.002856076,0.001199328,0.001846885,0.7503489],"category_scores_gemma":[0.004714103,0.0003854425,0.0003693489,0.0008807073,0.0005636745,0.001219413,0.001578714,0.001489102,0.3355993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078956,"about_ca_system_score_gemma":0.0057466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02690385,"about_ca_topic_score_gemma":0.04808092,"domain_scores_codex":[0.9992804,0.0001313986,0.00003774653,0.0002274675,0.0001497984,0.0001731831],"domain_scores_gemma":[0.9972416,0.0004932202,0.0001438893,0.0001553842,0.001005165,0.0009608407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003517803,0.0001674094,0.01540678,0.0007302451,0.00004815455,0.0007765357,0.0004785861,0.0004227483,0.0007096006,0.006032258,0.8249339,0.1499418],"study_design_scores_gemma":[0.00008024991,0.00006684074,0.009816768,0.0003606874,0.00003099337,0.0004047693,0.0009835495,0.0004942653,0.0003414394,0.001330484,0.9860634,0.00002659943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02560395,0.003901243,0.002546363,0.03167433,0.006301149,0.0007180432,0.02433197,0.001282721,0.9036402],"genre_scores_gemma":[0.05975328,0.002183833,0.001890244,0.006867441,0.0003635049,0.0002106951,0.005161652,0.0004272524,0.9231421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2496511,"threshold_uncertainty_score":0.356097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122971413334674,"score_gpt":0.3594832871910748,"score_spread":0.318253573057728,"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."}}