{"id":"W2657999412","doi":"10.1071/sh16190","title":"Analysis of transmitted HIV drug resistance from 2005 to 2015 in Victoria, Australia: a comparison of the old and the new","year":2017,"lang":"en","type":"article","venue":"Sexual Health","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Genital warts; Thrush; Medicine; Gonorrhea; Drug resistance; Human immunodeficiency virus (HIV); Human papilloma virus; Drug; Resistance (ecology); Virology; Syphilis; Internal medicine; Cancer; Pharmacology; Cervical cancer; Biology; Microbiology","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":[0.0003928175,0.0001073234,0.0006501314,0.0000960103,0.0001052715,0.000009561265,0.000164208,0.00003653036,0.00003866335],"category_scores_gemma":[0.00004394591,0.00005915853,0.00005101188,0.0002515323,0.0001020868,0.00002784287,0.00002972801,0.000123041,0.00000362405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008265075,"about_ca_system_score_gemma":0.000231184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009082996,"about_ca_topic_score_gemma":0.09788442,"domain_scores_codex":[0.9987841,0.0001025485,0.0004646922,0.0001899483,0.0002657095,0.0001929533],"domain_scores_gemma":[0.998923,0.0001134885,0.0002658218,0.0005208467,0.00003147629,0.0001453501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001003181,0.0002392835,0.8881589,0.00008927495,0.0007015411,0.000002035225,0.03646188,0.00001248313,0.00005372074,0.0002847319,0.07196432,0.001028669],"study_design_scores_gemma":[0.004486298,0.00003459814,0.9782706,0.000177789,0.0004984568,1.532144e-7,0.001379899,0.0001309211,0.0003295915,0.0001058802,0.01451106,0.00007471628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106615,0.0007322778,0.00003667302,0.08780396,0.00008281697,0.0005104466,0.00005272205,0.000004963466,0.0001146567],"genre_scores_gemma":[0.9556121,0.00003648567,0.000658199,0.0001785509,0.00004066785,0.000007208804,0.00002410277,0.000005877657,0.04343687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09011177,"threshold_uncertainty_score":0.9975156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730813676293031,"score_gpt":0.3687554245732289,"score_spread":0.3314472878102985,"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."}}