{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100101,0.0007037534,0.0004527584,0.0009360838,0.001035567,0.003060859,0.001088474,0.001479334,0.6391398],"category_scores_gemma":[0.001915881,0.000224762,0.0004022898,0.001105095,0.0004625767,0.001222911,0.001918394,0.001016241,0.4651945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914074,"about_ca_system_score_gemma":0.002051727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227857,"about_ca_topic_score_gemma":0.002920959,"domain_scores_codex":[0.9990727,0.0002025043,0.00006936866,0.0002303876,0.0002936768,0.0001313871],"domain_scores_gemma":[0.9987438,0.0001844716,0.0000819122,0.00014844,0.0005394067,0.0003018747],"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":[0.0003454141,0.0003381718,0.005535423,0.0005024193,0.00002620553,0.0003573349,0.0002708785,0.0002698259,0.001913453,0.01827354,0.530015,0.4421523],"study_design_scores_gemma":[0.00004727906,0.0001073341,0.003785941,0.0002128456,0.00001314027,0.0003439813,0.0003376452,0.0002314799,0.0006137484,0.002333338,0.9919579,0.00001543162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006320567,0.0009311512,0.003896276,0.002821452,0.001298493,0.0004402408,0.006110073,0.001356942,0.9768247],"genre_scores_gemma":[0.0327691,0.001259352,0.004442065,0.003030361,0.0007619977,0.000541119,0.01048582,0.0005310051,0.9461792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3608602,"threshold_uncertainty_score":0,"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."}}