{"id":"W3080781873","doi":"10.1097/md.0000000000021360","title":"Substance use and risk of HIV infection among Men who have Sex with Men in India","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"National AIDS Control Organisation; World Health Organization","keywords":"Medicine; Human immunodeficiency virus (HIV); Men who have sex with men; Family medicine; Syphilis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000358294,0.0001880985,0.0005884873,0.0001714287,0.00002953634,0.000005292294,0.00005530777,0.0000915885,0.00006239081],"category_scores_gemma":[0.0005428768,0.0001319076,0.00001493062,0.0004408096,0.0003045798,0.0001632116,0.00002529719,0.000386978,0.000005557823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005439584,"about_ca_system_score_gemma":0.0000386707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273457,"about_ca_topic_score_gemma":0.0009586532,"domain_scores_codex":[0.9985834,0.00009866522,0.0003659989,0.0003327963,0.0003956257,0.0002235047],"domain_scores_gemma":[0.9990367,0.0001746471,0.0001898745,0.0002542354,0.00008582387,0.0002587052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000323088,0.00004137621,0.9611378,0.000140049,0.0000766014,0.00008838395,0.02881514,0.00001977799,0.0008032838,0.00001093584,0.006681389,0.00186214],"study_design_scores_gemma":[0.004877892,0.001114697,0.9783077,0.0004574788,0.0002203898,0.00001315083,0.007644653,0.004959361,0.001472122,0.00001129759,0.0007994279,0.0001218805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860076,0.0002124165,0.0002825341,0.001574595,0.00001177642,0.0005101631,0.00001135916,0.00004665679,0.01134294],"genre_scores_gemma":[0.9971191,0.0007195341,0.0001015548,0.0002414772,0.0001823645,0.00001542902,0.00002805004,0.00003298092,0.001559564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117049,"threshold_uncertainty_score":0.5379035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645580371949773,"score_gpt":0.2851754931174278,"score_spread":0.2587196893979301,"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."}}