{"id":"W1920637931","doi":"10.1186/s13643-015-0136-x","title":"The effectiveness of interventions to improve uptake and retention of HIV-infected pregnant and breastfeeding women and their infants in prevention of mother-to-child transmission care programs in low- and middle-income countries: protocol for a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Medicine; Breastfeeding; Psychological intervention; CINAHL; Cochrane Library; MEDLINE; Randomized controlled trial; Family medicine; Systematic review; Pediatrics; Nursing; Internal 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01522502,0.0004986257,0.01072807,0.0007222891,0.00006007904,0.00005641369,0.0001571063,0.0001517877,0.0000053552],"category_scores_gemma":[0.002381479,0.0002341735,0.001229627,0.001023598,0.0001143742,0.0001247384,0.0001117802,0.0001834263,3.57436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370731,"about_ca_system_score_gemma":0.00009048216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002928213,"about_ca_topic_score_gemma":0.00008726552,"domain_scores_codex":[0.9902171,0.004164478,0.004470809,0.0005273733,0.0003376575,0.0002825679],"domain_scores_gemma":[0.9956774,0.0008184092,0.002167632,0.0005897855,0.000506516,0.0002403021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007321904,0.0001025643,0.0000329617,0.9823762,0.005599067,4.409945e-7,0.001120819,3.489914e-8,0.000002262109,0.00002321002,9.794765e-7,0.01066831],"study_design_scores_gemma":[0.0009544672,0.00192108,0.00005764792,0.9428931,0.05315213,0.00003647629,0.0003796348,0.00003515668,0.000001998135,0.00003248658,0.0003744618,0.0001613972],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001155751,0.6523271,0.0005145693,0.00001619554,0.000003169718,0.346915,0.00009510468,0.000004263459,0.000009087379],"genre_scores_gemma":[0.0008217266,0.5146981,0.000202252,0.000002032173,0.000003628732,0.4840773,0.00002831034,0.00003353224,0.0001330296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1376289,"threshold_uncertainty_score":0.9549317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018249951072958,"score_gpt":0.41183327838876,"score_spread":0.3100082832814642,"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."}}