{"id":"W2747592538","doi":"10.1093/ve/vew036.001","title":"A2 HIV transmission networks among injection drug users in Pakistan","year":2017,"lang":"en","type":"article","venue":"Virus Evolution","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Transmission (telecommunications); Drug; Human immunodeficiency virus (HIV); Virology; Business; Computer science; Medicine; Pharmacology; Telecommunications","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":[0.0001598048,0.0001025182,0.00009511649,0.0008681617,0.001458747,0.0006541213,0.0002771256,0.0003072339,0.004551745],"category_scores_gemma":[0.0007939901,0.0001587261,0.000123348,0.001351282,0.000285926,0.0005979998,0.0006560945,0.0002759215,0.0003139102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018294,"about_ca_system_score_gemma":0.00134353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1094092,"about_ca_topic_score_gemma":0.1100068,"domain_scores_codex":[0.9997936,0.00004247715,0.00001323147,0.00003406586,0.0000183513,0.00009834785],"domain_scores_gemma":[0.9995022,0.0001078604,0.0001766922,0.00001656234,0.00008054396,0.0001160917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006548614,0.00006239013,0.9895689,0.00002155561,0.00001599944,0.0004490273,0.002524877,0.0003349236,0.0005082157,0.0004381634,0.0004584558,0.005552073],"study_design_scores_gemma":[0.000005566777,0.00006478637,0.9825283,0.00002096645,0.00001569368,0.0007770151,0.01351084,0.001474542,0.0002154767,0.0001550452,0.00122141,0.00001026935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998271,0.00003451708,0.00006964993,0.00008276634,0.000001452369,0.00001381781,0.0004782738,0.00000233176,0.001046309],"genre_scores_gemma":[0.9992293,0.00005347396,0.00006553355,0.00001620039,0.000001094895,0.00000733457,0.0002188152,5.937198e-7,0.0004077615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094092,"threshold_uncertainty_score":0.2175446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461217506649354,"score_gpt":0.335654762557252,"score_spread":0.3110425874907584,"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."}}