{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001845587,0.0001373415,0.0001874408,0.000114374,0.0005224696,0.00009332801,0.001407947,0.00006785129,0.001849898],"category_scores_gemma":[0.00003069359,0.0001422711,0.00005910412,0.0008064578,0.0001249635,0.001639821,0.001585581,0.0001053259,0.005147371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007616584,"about_ca_system_score_gemma":0.0001141802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230794,"about_ca_topic_score_gemma":0.0005296304,"domain_scores_codex":[0.9986192,0.00006836168,0.0001161407,0.0005870853,0.0002870602,0.000322125],"domain_scores_gemma":[0.9985253,0.0001032749,0.0000677612,0.001163714,0.00003824978,0.0001017274],"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":[0.0002716799,0.0002058075,0.001832127,0.00002934137,0.00006553315,0.0002826031,0.000618943,0.0002034052,0.34247,0.06478389,0.5886132,0.0006234882],"study_design_scores_gemma":[0.002279809,0.0001379079,0.02053807,0.00005902733,0.000168594,0.00000769158,0.0133899,0.01409455,0.01041725,0.002724637,0.9352594,0.0009231818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794845,0.00005606332,0.0008218171,0.001586742,0.0003866368,0.0002197785,0.01365079,0.0002585169,0.003535149],"genre_scores_gemma":[0.9343786,0.0001034311,0.000779437,0.0001652041,0.0001100473,0.000002362942,0.0009424569,0.00001869975,0.06349976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3466462,"threshold_uncertainty_score":0.9990625,"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."}}