{"id":"W2608056395","doi":"10.1097/qad.0000000000001436","title":"Unmet needs persist in pediatric HIV programs","year":2017,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Higher Education Authority; Irish Aid","keywords":"Human immunodeficiency virus (HIV); Medicine; Sida; Virology; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002450058,0.00007163145,0.0001470055,0.0002692995,0.0001338601,0.00007367168,0.0001972396,0.00005123951,0.0004262984],"category_scores_gemma":[0.0003672818,0.00005999831,0.0001400106,0.0001969304,0.00008458152,0.0001329737,0.00007903925,0.0002078518,0.0004990218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004119239,"about_ca_system_score_gemma":0.00006033851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001908675,"about_ca_topic_score_gemma":0.00004324651,"domain_scores_codex":[0.9992196,0.00002705232,0.0001424618,0.000124547,0.0002088789,0.0002774599],"domain_scores_gemma":[0.9992812,0.00001476457,0.00003777049,0.0004449971,0.00005545887,0.0001657694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003222581,0.0002792852,0.9182181,0.00007375358,0.00002072315,0.00004853587,0.0001964817,6.731727e-8,0.000104559,0.0005971269,0.02433681,0.05609237],"study_design_scores_gemma":[0.004118615,0.006770329,0.8881149,0.0002455281,0.0001451103,0.00004283463,0.001251304,0.0006516628,0.0003494092,0.000295839,0.09773969,0.0002748049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.84582,0.0002806369,0.00007086201,0.001862058,0.00004880586,0.0002549651,0.000005443588,0.00003288611,0.1516244],"genre_scores_gemma":[0.9107322,0.0000954306,0.0003803678,0.00003328368,0.0002341995,0.00003197957,0.00002422283,0.0000107397,0.08845758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07340287,"threshold_uncertainty_score":0.6414083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728186529737287,"score_gpt":0.3473228732899701,"score_spread":0.3100410079925972,"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."}}