{"id":"W7128505588","doi":"10.4314/gmj.v56i3.5s","title":"Establishing communities of practice to improve health policy, systems and reproductive, maternal, newborn, child and adolescent health in West Africa","year":2022,"lang":"","type":"article","venue":"Ghana Medical Journal","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Enabling; Context (archaeology); Formative assessment; Psychological intervention; Sustainability; Human resources; Adolescent health; Metis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01146406,0.0004461474,0.001608527,0.0008306178,0.001377864,0.0002313673,0.0005926121,0.0001426658,0.0001569042],"category_scores_gemma":[0.001977254,0.0003996454,0.00008653628,0.0008463521,0.000332835,0.0004121856,0.001203741,0.004373211,0.000003105501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606117,"about_ca_system_score_gemma":0.004207343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06924567,"about_ca_topic_score_gemma":0.0007169167,"domain_scores_codex":[0.9899211,0.003159585,0.002470366,0.0005961845,0.002388294,0.001464489],"domain_scores_gemma":[0.9937192,0.0003324929,0.001710957,0.0005702063,0.0002912112,0.003375925],"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":[0.01169729,0.008945697,0.1049725,0.0246429,0.001175503,0.001527899,0.1772032,0.0004523839,0.00008668956,0.007400742,0.08725795,0.5746372],"study_design_scores_gemma":[0.009103338,0.0125478,0.2477689,0.02371986,0.0001528754,0.04243125,0.2124624,0.0006531069,0.000008190756,0.0002810538,0.4501653,0.0007059337],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2105698,0.09215778,0.0002083639,0.6903534,0.003379302,0.001786386,0.0003405082,0.0000286401,0.001175819],"genre_scores_gemma":[0.9176751,0.04119029,0.000397883,0.03744566,0.003081388,0.00002030529,0.00001005524,0.00005315289,0.0001261339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7071053,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931597556992533,"score_gpt":0.3190859646399805,"score_spread":0.2997699890700552,"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."}}