{"id":"W3107174086","doi":"10.1136/bmjopen-2019-032820","title":"Making information and communications technologies (ICTs) work for health: protocol for a mixed-methods study exploring processes for institutionalising geo-referenced health information systems to strengthen maternal neonatal and child health (MNCH) service planning, referral and oversight in urban Bangladesh","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; International Development Research Centre","keywords":"Medicine; Thematic analysis; Stakeholder; Health informatics; Health policy; Qualitative research; Public relations; Nursing; Public health; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1060387,0.003148727,0.003350812,0.003614634,0.006315005,0.005474521,0.003955471,0.005214904,0.07484709],"category_scores_gemma":[0.07214278,0.00327875,0.004013774,0.003765768,0.004779534,0.004825268,0.004758462,0.008303263,0.02214228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008363289,"about_ca_system_score_gemma":0.03522418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005355241,"about_ca_topic_score_gemma":0.00988882,"domain_scores_codex":[0.9481931,0.03596077,0.007363394,0.002229167,0.003354369,0.00289922],"domain_scores_gemma":[0.9437085,0.02321102,0.005746124,0.008270111,0.01533654,0.003727788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04362722,0.01838503,0.005557359,0.09753,0.0005961476,0.003550611,0.0741431,0.009997777,0.01323599,0.05404194,0.2316795,0.4476552],"study_design_scores_gemma":[0.0402155,0.01355774,0.01702901,0.05015684,0.0004437483,0.0006467618,0.0417381,0.00411752,0.008926739,0.03601227,0.7864526,0.0007031274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008546643,0.00008800883,0.003476561,0.0003204893,0.000124126,0.992366,0.001292819,0.00005762564,0.001419672],"genre_scores_gemma":[0.0004284754,0.00006605449,0.003991348,0.00007448162,0.000007839411,0.9950532,0.0001128506,0.000004243504,0.0002614186],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1060387,"threshold_uncertainty_score":0.5607932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2807661960018535,"score_gpt":0.4859777970013455,"score_spread":0.2052116009994919,"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."}}