{"id":"W2463835542","doi":"10.1097/qad.0000000000001115","title":"HIV infection among persons who inject drugs","year":2016,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Harm reduction; Transmission (telecommunications); Public health; Seroprevalence; Human immunodeficiency virus (HIV); Environmental health; Men who have sex with men; Epidemiology; Demography; Virology; Immunology; Syphilis; Serology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002587016,0.0004551393,0.0007136564,0.0004932662,0.0001046281,0.00003950542,0.0001737818,0.001130729,0.0008775147],"category_scores_gemma":[0.0002206125,0.0003445059,0.0002790226,0.0002933206,0.0001996025,0.0001652519,0.00009339945,0.002052698,0.00247117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954651,"about_ca_system_score_gemma":0.0001844777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004609938,"about_ca_topic_score_gemma":0.00001158772,"domain_scores_codex":[0.9976277,0.000153567,0.0003461412,0.0006231606,0.0006211067,0.0006283583],"domain_scores_gemma":[0.9984674,0.0002325125,0.0001830531,0.0008515181,0.0001191084,0.0001463967],"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":[0.00001502951,0.00001681102,0.05659698,0.0001898692,0.0001655464,0.0001994992,0.002972168,1.152437e-7,0.00007439376,0.000006400036,0.9269747,0.01278852],"study_design_scores_gemma":[0.0009181324,0.0004049712,0.007539102,0.000738494,0.0003403601,0.00005758223,0.0004448977,0.000008342353,0.0002240808,0.0000475503,0.9888477,0.0004288171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2274228,0.0002426224,0.0004405953,0.5936873,0.002576133,0.001349729,0.0002508461,0.00088636,0.1731436],"genre_scores_gemma":[0.06291991,0.0001816727,0.0002191059,0.5014839,0.02783377,0.0001548866,0.0007297468,0.0003661366,0.4061109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2329673,"threshold_uncertainty_score":0.9999007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575822302709689,"score_gpt":0.3067110949542844,"score_spread":0.2809528719271875,"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."}}