{"id":"W4396217615","doi":"10.1071/sh24028","title":"The use of suboptimal antiretroviral therapy when applying for migration to Australia: a case series","year":2024,"lang":"en","type":"article","venue":"Sexual Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Nevirapine; Medicine; Efavirenz; Antiretroviral therapy; Public health; Anxiety; Family medicine; Human immunodeficiency virus (HIV); Psychiatry; Viral load; Nursing","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":[0.0006761454,0.001617866,0.0008285981,0.002615066,0.00479504,0.00196203,0.001519299,0.003729767,0.002285835],"category_scores_gemma":[0.006224105,0.001096209,0.001061693,0.002613554,0.002109528,0.001969923,0.002484997,0.003677833,0.0005936669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216576,"about_ca_system_score_gemma":0.001602864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008725404,"about_ca_topic_score_gemma":0.01278903,"domain_scores_codex":[0.9983497,0.0003377911,0.0003130994,0.0002446837,0.0002558132,0.0004989501],"domain_scores_gemma":[0.9964775,0.0009053422,0.001037619,0.0001880738,0.0002115873,0.001179875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002172048,0.0001012179,0.04172212,0.00006563234,0.00001868787,0.9524213,0.002044819,0.000114988,0.0002077032,0.0002172625,0.0006268511,0.002437654],"study_design_scores_gemma":[0.000006591346,0.00006210931,0.01240183,0.00008533063,0.00001959554,0.9834619,0.002698679,0.0002707409,0.0001070447,0.0002287821,0.000636516,0.00002097992],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852798,0.003575873,0.00165177,0.002792441,0.0002433772,0.0001944752,0.00009716894,0.00004393175,0.006121219],"genre_scores_gemma":[0.996537,0.001343519,0.0006611178,0.0006571155,0.0002268749,0.00003064201,0.00004562125,0.00001183725,0.0004863968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008725404,"threshold_uncertainty_score":0.01734924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2140929783694167,"score_gpt":0.4526685585848192,"score_spread":0.2385755802154025,"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."}}