{"id":"W3039248071","doi":"10.1186/s12913-020-05408-x","title":"Challenges and facilitators to evidence-based decision-making for maternal and child health in Mozambique: district, municipal and national case studies","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign Affairs and International Trade Canada; National Institutes of Health; Johns Hopkins University","keywords":"Nursing research; Medicine; Health informatics; Health administration; Public health; Psychological intervention; Health policy; Evidence-based practice; Empirical evidence; Environmental health; Nursing; Economic growth; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02358378,0.0004331719,0.0006045186,0.002782549,0.01323016,0.005452188,0.002083678,0.002015244,0.002246067],"category_scores_gemma":[0.03168718,0.0007254533,0.0006494967,0.004989918,0.005917385,0.002823378,0.007513287,0.002812164,0.0001311564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02370855,"about_ca_system_score_gemma":0.02511784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1301515,"about_ca_topic_score_gemma":0.2956239,"domain_scores_codex":[0.9771854,0.01753103,0.0007168667,0.0004944461,0.0007526682,0.003319652],"domain_scores_gemma":[0.9628474,0.02735148,0.003510809,0.001259111,0.00275543,0.002275801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002171667,0.0005041435,0.09636249,0.001701186,0.0001198728,0.01135066,0.8435601,0.001359002,0.000807221,0.009284852,0.002191016,0.03254224],"study_design_scores_gemma":[0.0000428858,0.0002043263,0.04085892,0.00122179,0.00006636711,0.0008417114,0.940748,0.0007718676,0.00023342,0.001204525,0.01376649,0.00003961933],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884444,0.001327508,0.000854525,0.003158902,0.00001957486,0.0005686135,0.000128413,0.000007750124,0.005490213],"genre_scores_gemma":[0.9964908,0.0008887021,0.001411904,0.0002257811,0.000006175628,0.0004265211,0.0000571207,0.000003538807,0.0004895006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301515,"threshold_uncertainty_score":0.2587878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.757885928303634,"score_gpt":0.7151628386043836,"score_spread":0.04272308969925043,"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."}}