{"id":"W6977416248","doi":"10.6084/m9.figshare.c.7325394","title":"Real world community-based HIV Rapid Start Antiretroviral with B/F/TAF versus prior models of antiretroviral therapy start – the RoCHaCHa study, a pilot study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gilead Sciences (Canada)","funders":"","keywords":"Regimen; Antiretroviral therapy; Viral load; Human immunodeficiency virus (HIV); Observational study; HIV diagnosis; Antiretroviral treatment; Cohort study","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":[0.002983462,0.000676465,0.0004880771,0.0005097645,0.0005814351,0.0008761595,0.0005009142,0.0006715814,0.003365389],"category_scores_gemma":[0.00370823,0.0003188456,0.0008177898,0.0005015657,0.0006266682,0.0009851599,0.0005453803,0.001079111,0.0007670116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935424,"about_ca_system_score_gemma":0.0008505443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005340109,"about_ca_topic_score_gemma":0.005709284,"domain_scores_codex":[0.9979084,0.001413903,0.0000804673,0.0002279625,0.0001320348,0.0002373303],"domain_scores_gemma":[0.9966747,0.001057068,0.0008769811,0.0003671965,0.0002769243,0.0007471042],"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":[0.1117937,0.09272685,0.7099316,0.0007860155,0.001587392,0.0007093059,0.002654428,0.0004313911,0.003563216,0.0005734927,0.003553622,0.071689],"study_design_scores_gemma":[0.026174,0.1862824,0.7771032,0.0001757615,0.0007875523,0.0004941092,0.003884482,0.00132373,0.0007474276,0.0002971792,0.002606879,0.0001231394],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985462,0.0001838982,0.00007761873,0.00005720954,0.00001499865,0.0002865446,0.0002580256,0.000005595385,0.0005698319],"genre_scores_gemma":[0.9984307,0.000146183,0.0002489988,0.0001111257,0.0000463057,0.0003905589,0.0002746316,0.00000325507,0.0003482484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005340109,"threshold_uncertainty_score":0.01577824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06811147322609849,"score_gpt":0.2675987993673353,"score_spread":0.1994873261412368,"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."}}