{"id":"W6939987183","doi":"10.6084/m9.figshare.26747891","title":"Additional file 1 of 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":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gilead Sciences (Canada)","funders":"","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Expanded access; MEDLINE; Start up; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00184865,0.0008696595,0.001375829,0.001331513,0.001143162,0.001280793,0.001833076,0.001173768,0.7669184],"category_scores_gemma":[0.03517526,0.0006164385,0.001056769,0.002729345,0.0002999196,0.00165518,0.0009337808,0.001080154,0.06376633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279038,"about_ca_system_score_gemma":0.002388727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660924,"about_ca_topic_score_gemma":0.02018046,"domain_scores_codex":[0.9988912,0.0003775363,0.000215929,0.000231072,0.0001475719,0.000136766],"domain_scores_gemma":[0.9774306,0.0173818,0.002034297,0.001095657,0.001415316,0.0006422564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.003552306,0.0005542155,0.008247075,0.007472517,0.0002679115,0.000124797,0.0002399513,0.0007711904,0.00006366157,0.001386726,0.9559799,0.02133966],"study_design_scores_gemma":[0.07537466,0.004986558,0.2099072,0.01662907,0.001784746,0.001871497,0.003438122,0.005290203,0.0007045502,0.01700073,0.6625265,0.0004860198],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001314409,0.00006171514,0.0002939481,0.0001338296,0.00002779375,0.0004785912,0.9963356,0.00008562188,0.001268431],"genre_scores_gemma":[0.07403637,0.0005530386,0.009224758,0.001637892,0.0002088919,0.03113317,0.8580957,0.0006538698,0.02445626],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7669184,"threshold_uncertainty_score":0.3324625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07644751065288637,"score_gpt":0.2569082278757773,"score_spread":0.1804607172228909,"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."}}