{"id":"W7073764549","doi":"","title":"Key data from AIDS 2022","year":2023,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Key (lock); Antiretroviral therapy; Lentivirus; Sexually transmitted disease; Antiretroviral treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242388,0.001125739,0.001168295,0.003990917,0.001151467,0.004829151,0.001547386,0.001987306,0.2234813],"category_scores_gemma":[0.01249948,0.0004873447,0.00103216,0.006886295,0.0003715443,0.001930456,0.002302073,0.002866348,0.1125591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002626752,"about_ca_system_score_gemma":0.007842914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03825496,"about_ca_topic_score_gemma":0.04234338,"domain_scores_codex":[0.9977477,0.0003159829,0.0002567488,0.00023613,0.0009872447,0.0004561602],"domain_scores_gemma":[0.9883757,0.00179985,0.00110881,0.0005411439,0.006137223,0.002037327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001998293,0.00001295537,0.0005455707,0.0006732647,0.0000160318,0.00002577208,0.000009270279,0.00003554848,0.00004802535,0.0004724989,0.9719347,0.0260265],"study_design_scores_gemma":[0.00005073611,0.00002315128,0.004431729,0.000532473,0.0000228971,0.00003208298,0.0000343578,0.00001566328,0.0001044473,0.0002165873,0.9945233,0.00001255816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000938166,0.0202464,0.0004626819,0.02585538,0.01579817,0.0003811664,0.8275606,0.0006704112,0.108087],"genre_scores_gemma":[0.01191607,0.02882569,0.001328264,0.03103506,0.009129399,0.001191079,0.7251672,0.0005073615,0.1908999],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2234813,"threshold_uncertainty_score":0.7476196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172411167722636,"score_gpt":0.2238632732771154,"score_spread":0.1921391615998891,"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."}}