{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004553232,0.0001965987,0.0002751187,0.0002159307,0.0003775719,0.00005686673,0.0001672023,0.0002174339,0.00007483411],"category_scores_gemma":[0.0000798289,0.0001867607,0.00008328503,0.0001877622,0.0001452674,0.0004418485,0.00003696546,0.0004599727,0.00008976197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411841,"about_ca_system_score_gemma":0.00007986733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664207,"about_ca_topic_score_gemma":0.003861526,"domain_scores_codex":[0.9984576,0.00009679502,0.0003631422,0.0003842446,0.0003150942,0.000383091],"domain_scores_gemma":[0.9988937,0.00003438017,0.0001893231,0.0006239286,0.00006531031,0.0001933971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009538412,0.0004195613,0.8888879,0.00009960814,0.00004788351,0.00008526153,0.006096564,0.004812439,0.01418474,0.000354747,0.009812419,0.07424508],"study_design_scores_gemma":[0.002251217,0.0001490672,0.9327787,0.0003621128,0.00007188773,0.00001440753,0.00185558,0.05748962,0.0009880232,0.0002465155,0.00353237,0.000260523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773792,0.0003778794,0.01415859,0.0004391139,0.0004600439,0.0005210968,0.000005515139,0.0001565957,0.006501949],"genre_scores_gemma":[0.9965513,0.000123837,0.000235524,0.00005289189,0.0003164647,0.00002471415,0.00004046786,0.00003961015,0.002615221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07398456,"threshold_uncertainty_score":0.761588,"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."}}