{"id":"W2938037645","doi":"10.1017/cts.2017.137","title":"2432","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Regimen; Human immunodeficiency virus (HIV); Family medicine; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001393082,0.00004086001,0.0001812358,0.00004556508,0.0002613879,0.0000470298,0.0001128424,0.00002474259,0.00005224411],"category_scores_gemma":[0.0003695688,0.00002438113,0.00008325614,0.00003966488,0.00064597,0.0002790497,0.00001156474,0.0001167299,0.000007156256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002934123,"about_ca_system_score_gemma":0.0004191716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.920651e-7,"about_ca_topic_score_gemma":0.000001698773,"domain_scores_codex":[0.9990049,0.000008538134,0.0003981487,0.00008580502,0.0004136942,0.0000889236],"domain_scores_gemma":[0.9992196,0.000101111,0.0002083914,0.00008037178,0.0001696296,0.0002209045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119517,0.000117973,0.9327007,0.00000406874,0.00002775932,0.00004444921,0.00006498161,5.879263e-7,0.00008313199,0.002177934,0.0001388202,0.06452008],"study_design_scores_gemma":[0.001551811,0.0000843455,0.9845395,0.00004447799,0.00003673092,0.00009997466,0.000006045455,0.00009226172,0.00010837,0.002991997,0.01041507,0.00002941711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533418,0.0001377914,0.000255782,0.03555292,0.0002689804,0.00004742013,9.900697e-7,0.000002300541,0.01039196],"genre_scores_gemma":[0.9914935,0.0001189393,0.006899999,0.0001138025,0.0001993876,1.892788e-7,2.131728e-7,0.00000139784,0.001172635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06449067,"threshold_uncertainty_score":0.2380103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063467182589675,"score_gpt":0.4601917112621683,"score_spread":0.3538449930032008,"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."}}