{"id":"W7097817515","doi":"","title":"(See the article by Henrich et al, on pages 93–98.) There now are 12 dozen US Food and Drug Administration–, Health Canada–,","year":2016,"lang":"en","type":"article","venue":"","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dozen; Human immunodeficiency virus (HIV); Food and drug administration; Selection (genetic algorithm); Drug; Clinical trial; Randomized controlled trial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001117902,0.00149087,0.0010206,0.002294386,0.0007373847,0.001901689,0.001581454,0.004332306,0.1739065],"category_scores_gemma":[0.003766052,0.0003787666,0.0008302744,0.001107282,0.0008578958,0.002000828,0.001093235,0.002869735,0.1092972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009125072,"about_ca_system_score_gemma":0.0009348022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598827,"about_ca_topic_score_gemma":0.006604916,"domain_scores_codex":[0.9993767,0.0001039665,0.00005421011,0.00009781121,0.0002855777,0.00008176588],"domain_scores_gemma":[0.9979836,0.0007911374,0.000158092,0.00007788292,0.0007150392,0.0002742962],"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":[0.00005061788,0.00002099857,0.0001609986,0.0002351164,0.000009821505,0.0001318919,0.000007786265,0.00002137817,0.0001041104,0.0003239688,0.9367909,0.06214233],"study_design_scores_gemma":[0.0000240542,0.00002494533,0.0009801605,0.000329571,0.00001178764,0.0006199348,0.00002042033,0.00004316405,0.0001504368,0.0003251662,0.9974602,0.00001005636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001467682,0.1295512,0.001931245,0.1745896,0.5059924,0.0003174805,0.002358564,0.000780683,0.1830112],"genre_scores_gemma":[0.00689473,0.110354,0.002058729,0.1205476,0.23234,0.0001950609,0.002694366,0.0004054765,0.52451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8260934,"threshold_uncertainty_score":0.5817754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137242249778863,"score_gpt":0.2537111813802399,"score_spread":0.2399869564023536,"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."}}