{"id":"W2096415154","doi":"10.1371/journal.pmed.0050092","title":"Impact of Round-the-Clock, Rapid Oral Fluid HIV Testing of Women in Labor in Rural India","year":2008,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Psychological intervention; Family medicine; Context (archaeology); Human immunodeficiency virus (HIV); Developing country; Informed consent; Point-of-care testing; Obstetrics; Nursing; Immunology; Alternative medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008864729,0.0001390372,0.0006509415,0.0005486933,0.00003162503,0.000001780702,0.0001712111,0.00006069122,0.001528319],"category_scores_gemma":[0.006553238,0.00008459567,0.0000934733,0.001272073,0.0003892312,0.00008857112,0.00004938729,0.0003699645,0.00001642913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673173,"about_ca_system_score_gemma":0.0004022551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095742,"about_ca_topic_score_gemma":0.00007472043,"domain_scores_codex":[0.9979625,0.0001473885,0.0006712756,0.0001413218,0.0005158213,0.0005617054],"domain_scores_gemma":[0.9986809,0.0003742882,0.0001294367,0.0002967035,0.0002174967,0.0003011918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000360427,0.0009478402,0.9244416,0.0002060587,0.0001368705,0.0001224424,0.006244913,0.000004155391,0.05782846,0.00002205673,0.006006697,0.00367853],"study_design_scores_gemma":[0.006142387,0.0107439,0.9743387,0.002198816,0.00003339097,0.00009040188,0.002148006,0.001888685,0.00206054,0.00006409182,0.000193069,0.00009808905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942781,0.0009549437,0.000004331351,0.00106557,0.00001675216,0.0004025833,0.00001966794,0.00001459197,0.003243406],"genre_scores_gemma":[0.9977058,0.0001833828,0.00009792257,0.00005850162,0.0001095878,0.00004130962,0.0000271663,0.00001736917,0.001758962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05576792,"threshold_uncertainty_score":0.9993844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925800281491184,"score_gpt":0.3420868154618618,"score_spread":0.2928288126469499,"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."}}