{"id":"W3194931972","doi":"10.2139/ssrn.3899107","title":"Kidney Function in Oral Pre-Exposure Prophylaxis Users: A Systematic Literature Review and Individual Patient Data Meta-Analysis","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Meta-analysis; Systematic review; Medicine; Function (biology); Renal function; Intensive care medicine; MEDLINE; Psychology; Internal medicine; Biology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01418345,0.002714912,0.01863864,0.003995953,0.0007257848,0.003902521,0.002353271,0.003230469,0.003813735],"category_scores_gemma":[0.03290224,0.001945852,0.04333709,0.00478215,0.0009730175,0.002459259,0.00216478,0.002437062,0.0003512988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046739,"about_ca_system_score_gemma":0.003157384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005899335,"about_ca_topic_score_gemma":0.01812589,"domain_scores_codex":[0.9881612,0.005392987,0.003535099,0.001545683,0.0009146935,0.0004503314],"domain_scores_gemma":[0.9819941,0.0126003,0.003359953,0.0009417899,0.0008623924,0.0002415273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002932452,0.00003465961,0.006007062,0.1368571,0.8483168,0.00009139074,0.00007236963,0.0002318181,0.0001711566,0.00006368333,0.0002333584,0.004988119],"study_design_scores_gemma":[0.0008416311,0.0001619991,0.003566055,0.005734223,0.9889141,0.00005109115,0.00003229638,0.00008528523,0.00004863305,0.00008497114,0.000460667,0.00001912707],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01748703,0.9801864,0.000777866,0.0001981402,0.000196575,0.0002666842,0.0005965923,0.00003228965,0.0002584886],"genre_scores_gemma":[0.5620456,0.4293899,0.003946751,0.001727824,0.0003333185,0.0009389065,0.001099178,0.00005541645,0.0004630291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9813614,"threshold_uncertainty_score":0.07501012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04644201631298918,"score_gpt":0.3310787482762681,"score_spread":0.2846367319632789,"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."}}