{"id":"W2613825634","doi":"10.1097/qai.0000000000001367","title":"Integrating HIV and Maternal, Neonatal and Child Health Services in Rural Malawi: An Evaluation of the Implementation Processes and Challenges","year":2017,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Attendance; Medicine; Breastfeeding; Family medicine; Quarter (Canadian coin); Postnatal Care; Nursing; Pediatrics; Pregnancy; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.01542061,0.0005114151,0.0003632663,0.0006816331,0.002718916,0.002334612,0.001165617,0.0005990803,0.001514023],"category_scores_gemma":[0.01629456,0.000486592,0.0006474538,0.001157329,0.001421603,0.00173055,0.003525974,0.001325452,0.0001298076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007771089,"about_ca_system_score_gemma":0.02030703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04317398,"about_ca_topic_score_gemma":0.09144874,"domain_scores_codex":[0.990747,0.005556683,0.0004754807,0.0002208755,0.001077392,0.001922608],"domain_scores_gemma":[0.9905785,0.002305997,0.002416637,0.0004078968,0.001813444,0.002477511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008598011,0.01023652,0.6397879,0.001815777,0.0002706631,0.0007474817,0.08368613,0.001061696,0.001809296,0.0007734628,0.002062564,0.2568887],"study_design_scores_gemma":[0.0003211306,0.01316988,0.894201,0.001094204,0.0002240436,0.0002264887,0.08114174,0.001607117,0.001385957,0.0002423884,0.006324142,0.00006193996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962244,0.0003477317,0.0002508497,0.000864663,0.00000969477,0.001163729,0.000114279,0.00001149013,0.001012989],"genre_scores_gemma":[0.9948065,0.0009538944,0.002247662,0.0003107372,0.00001550078,0.001104023,0.0001405116,0.000003579822,0.0004175879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04317398,"threshold_uncertainty_score":0.08584535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306363438161091,"score_gpt":0.3775367303806691,"score_spread":0.3344730959990582,"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."}}