{"id":"W2471835886","doi":"10.1016/s2352-3018(16)30062-5","title":"The HIV prevention cascade: more smoke than thunder?","year":2016,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Medicine; Human immunodeficiency virus (HIV); Cascade; Thunder; Virology; Chromatography; Meteorology","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":[0.0006124888,0.00009826852,0.0001785869,0.00003349943,0.0002806692,0.00003962185,0.0003244531,0.00004610101,0.00042751],"category_scores_gemma":[0.0002863086,0.00003716775,0.0001785655,0.0001196061,0.0002245774,0.00008222018,0.00008716416,0.0002173802,0.0009348856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005429328,"about_ca_system_score_gemma":0.00005630213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002799295,"about_ca_topic_score_gemma":0.000104245,"domain_scores_codex":[0.9987902,0.000147258,0.0001786806,0.0001555875,0.0003188496,0.0004094061],"domain_scores_gemma":[0.9989588,0.0001563844,0.00005470385,0.0006617213,0.00006755863,0.0001008882],"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":[0.0003824124,0.0000917324,0.00791449,0.00004169433,0.0001659257,0.00001371314,0.0002945747,1.975867e-7,0.003709566,0.006800263,0.8953921,0.0851934],"study_design_scores_gemma":[0.004704957,0.001483873,0.1403491,0.001215733,0.0001400764,0.0001464055,0.001023641,0.000544855,0.0058147,0.01106485,0.8332734,0.0002385259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4611898,0.002033059,0.004485877,0.4114003,0.0001634608,0.001062234,0.0001285513,0.0002277361,0.119309],"genre_scores_gemma":[0.7142788,0.0005761932,0.00003827347,0.0002427052,0.0007041389,0.00006156541,0.00001337386,0.00001593423,0.284069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4111576,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034295557036133,"score_gpt":0.3695967379773051,"score_spread":0.3092537824069437,"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."}}