{"id":"W1964679286","doi":"10.1186/1742-4690-6-s3-o37","title":"0A06-01. Multiplicity of infection by HIV-1 in injection drug users, men who have sex with men and heterosexuals","year":2009,"lang":"en","type":"article","venue":"Retrovirology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Medicine; Male Homosexuality; Virology; Transmission (telecommunications); Virus; Sex workers; Environmental health; Population; Research methodology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007882554,0.0001959024,0.0002265311,0.000938133,0.0002392784,0.0005414377,0.0003949621,0.0002766296,0.06983654],"category_scores_gemma":[0.001794421,0.0001164094,0.0001736554,0.0005322704,0.000155528,0.0002587588,0.0004239599,0.0004202714,0.008204353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155703,"about_ca_system_score_gemma":0.0001721411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730819,"about_ca_topic_score_gemma":0.001666415,"domain_scores_codex":[0.9995826,0.000164366,0.00002431968,0.00005898858,0.0001205413,0.00004911085],"domain_scores_gemma":[0.999126,0.0002974604,0.000179628,0.00007612541,0.00009436358,0.0002265004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004521869,0.001060402,0.7618084,0.0004334638,0.0001499725,0.0009348501,0.0006403703,0.0003054754,0.02146682,0.003530301,0.1008008,0.1043474],"study_design_scores_gemma":[0.0001283427,0.001143424,0.9470326,0.00008478722,0.00002235253,0.00245109,0.0001842087,0.0006707769,0.001550915,0.0006177082,0.04609546,0.0000182826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209288,0.001811777,0.002270221,0.001267711,0.0005963314,0.0002538312,0.07492056,0.0009854935,0.09696516],"genre_scores_gemma":[0.9174779,0.0006875366,0.005664933,0.0004543755,0.000212974,0.0002909444,0.03496326,0.0004196547,0.03982839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06983654,"threshold_uncertainty_score":0.2336265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006732515279037034,"score_gpt":0.2428754389093824,"score_spread":0.2361429236303454,"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."}}