{"id":"W6902531453","doi":"10.6084/m9.figshare.26747891.v1","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":"HIV/AIDS Research and Interventions","field":"Medicine","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":[0.002428917,0.001133046,0.00160649,0.001945702,0.001485029,0.001535506,0.002174043,0.001314277,0.8539739],"category_scores_gemma":[0.046911,0.0008417123,0.001158292,0.003654826,0.0003834869,0.00210677,0.001027422,0.001259275,0.1008712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394811,"about_ca_system_score_gemma":0.002615008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436126,"about_ca_topic_score_gemma":0.01669094,"domain_scores_codex":[0.9986023,0.0005079573,0.0002761097,0.0002626186,0.0001856944,0.0001653592],"domain_scores_gemma":[0.9633453,0.02960377,0.002284101,0.001518692,0.002331596,0.00091655],"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":[0.002352327,0.0005267988,0.003934332,0.004991334,0.0001330696,0.00008188103,0.0001748797,0.000488923,0.00003504415,0.001158088,0.9706511,0.01547231],"study_design_scores_gemma":[0.09564567,0.004508684,0.1498067,0.01506657,0.001362085,0.001723028,0.003217573,0.00484488,0.0007499675,0.0216026,0.7009466,0.0005256156],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0009041973,0.00005386243,0.0003272414,0.0001536596,0.00004045575,0.0007154163,0.9961294,0.0001036562,0.001572044],"genre_scores_gemma":[0.04798877,0.0005479421,0.009534395,0.001670349,0.0002791958,0.03841959,0.8738418,0.0007854003,0.02693246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8539739,"threshold_uncertainty_score":0.2082885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169813538696447,"score_gpt":0.3400489942013342,"score_spread":0.2230676403316895,"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."}}