{"id":"W4406175672","doi":"10.1177/1478271520063604022","title":"Toronto 2006: time to deliver on HIV/AIDS","year":2006,"lang":"en","type":"article","venue":"The Journal of the Royal College of Physicians of Edinburgh","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Virology; Medicine; Computer science","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":[],"category_scores_codex":[0.0007146439,0.0001511194,0.0004757476,0.0001021584,0.0001045237,0.000005473455,0.0006129894,0.00004924844,0.002627799],"category_scores_gemma":[0.0001871573,0.00008229542,0.0005831916,0.0002699308,0.0001582475,0.00009239371,0.0001069597,0.0002795307,0.00002855109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153118,"about_ca_system_score_gemma":0.00009573754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003437942,"about_ca_topic_score_gemma":0.00006691291,"domain_scores_codex":[0.9980326,0.0001215765,0.0006162528,0.00008975899,0.0008707131,0.0002691026],"domain_scores_gemma":[0.9982798,0.0002000358,0.0004115826,0.0004333354,0.0005840322,0.00009128438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001023257,0.000665255,0.0001064856,0.00001683185,0.0001960792,0.000007020243,0.0001574354,0.001066872,0.02875858,0.0002313823,0.9661714,0.001599339],"study_design_scores_gemma":[0.01745693,0.08882493,0.02319235,0.01494092,0.004074446,0.0002413322,0.006651414,0.01160845,0.5178521,0.005902662,0.3079465,0.001307961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372236,0.000787078,0.0002783256,0.007262842,0.0002392979,0.000664442,0.0003995567,0.00001043567,0.1531344],"genre_scores_gemma":[0.7685505,0.00001135889,0.0001896831,0.0001768538,0.0007371916,0.000002137301,0.000001355619,0.00001612915,0.2303148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6582249,"threshold_uncertainty_score":0.9982839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007590775609643219,"score_gpt":0.2610212802272984,"score_spread":0.2534305046176552,"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."}}