{"id":"W4392367356","doi":"10.21203/rs.3.rs-3991888/v1","title":"Real World Community-Based HIV Rapid Start Antiretroviral with B/F/TAF versus Conventional HIV Antiretroviral Therapy Start – The RoCHaCHa Study, A Pilot Study","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Medicine; Antiretroviral treatment; Virology; Viral load","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":[0.003120228,0.0007473393,0.0006025709,0.00039982,0.0005050097,0.0008029355,0.0005132628,0.0007081183,0.002574776],"category_scores_gemma":[0.004017459,0.0003158594,0.0008400625,0.0004518298,0.0006052462,0.000832812,0.0004667157,0.001192606,0.0005037544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006295593,"about_ca_system_score_gemma":0.001067511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004169284,"about_ca_topic_score_gemma":0.004296982,"domain_scores_codex":[0.9976299,0.001666261,0.00009414827,0.0002364369,0.0001420897,0.0002310932],"domain_scores_gemma":[0.9965957,0.001138944,0.0009513926,0.0002895595,0.0002443971,0.0007800931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3542781,0.1293111,0.4048872,0.001318,0.002914281,0.0005686215,0.002180499,0.0005997561,0.004143152,0.0007013163,0.003147318,0.09595077],"study_design_scores_gemma":[0.07690509,0.4119998,0.501216,0.0002128495,0.001534089,0.0003554731,0.002546912,0.00170553,0.0009097838,0.000328918,0.002183202,0.0001023349],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983316,0.0003720677,0.00008169883,0.00007723783,0.00002293527,0.0003875321,0.0002016691,0.000006049042,0.0005192671],"genre_scores_gemma":[0.9983795,0.0002251696,0.0002654328,0.0001037734,0.00006423696,0.0004987241,0.0001935041,0.000002538153,0.0002670413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004169284,"threshold_uncertainty_score":0.01650155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587660664645286,"score_gpt":0.4305487627183192,"score_spread":0.2717826962537905,"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."}}