{"id":"W2115175568","doi":"10.7189/jogh.04.020410","title":"Demand generation and social mobilisation for integrated community case management (iCCM) and child health: Lessons learned from successful programmes in Niger and Mozambique","year":2014,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Government of Canada; UNICEF","keywords":"Focus group; Stakeholder; Empowerment; Economic growth; Behavior change communication; Stakeholder engagement; Political science; Public relations; Medicine; Business; Environmental health; Health services; Economics; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682082,0.0001380355,0.0004753971,0.00006448855,0.0004271777,0.00005025677,0.00004143906,0.00008186521,0.000001616322],"category_scores_gemma":[0.00003572529,0.0001098122,0.00003456502,0.00009973317,0.00006692646,0.0001089802,0.00003561233,0.0003435405,1.44796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122988,"about_ca_system_score_gemma":0.00017103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051941,"about_ca_topic_score_gemma":0.01291283,"domain_scores_codex":[0.9983504,0.0004817673,0.0005935139,0.0001512678,0.0001579264,0.0002650714],"domain_scores_gemma":[0.9990942,0.00005201242,0.0003945423,0.00008053197,0.0001102913,0.0002683834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002101006,0.001042987,0.2731692,0.003123648,0.0001729992,0.0001136822,0.006273114,0.00002514678,0.00002560884,0.008124713,0.002018648,0.7038093],"study_design_scores_gemma":[0.008744514,0.003416186,0.9653901,0.0009487986,0.00007560696,0.002310103,0.005361112,0.002428615,0.00001255308,0.007872477,0.003258993,0.0001809048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415689,0.001529561,0.001200808,0.05488697,0.00008601655,0.0006253955,0.00006101616,0.00001002213,0.00003135557],"genre_scores_gemma":[0.9915344,0.001786007,0.001978021,0.004448335,0.0001931599,0.000007289786,0.00004056525,0.000007745844,0.000004458835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7036284,"threshold_uncertainty_score":0.9960696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289139217775374,"score_gpt":0.3752179283213538,"score_spread":0.3223265361436001,"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."}}