{"id":"W2196782522","doi":"10.9745/ghsp-d-15-00221","title":"Monitoring and Evaluating the Transition of Large-Scale Programs in Global Health","year":2015,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"United States Agency for International Development","keywords":"Stakeholder; Transition (genetics); Process management; Sustainability; Transition management (governance); Stakeholder engagement; Monitoring and evaluation; Set (abstract data type); Business; Knowledge management; Computer science; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008064834,0.00009586897,0.0002370859,0.00002489673,0.0002860729,0.00004116477,0.00009219085,0.00003485548,6.774985e-7],"category_scores_gemma":[0.0003509239,0.00006604878,0.00001355208,0.0008366677,0.0002265171,0.0004068461,0.00005331523,0.0001500413,0.00000206416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775926,"about_ca_system_score_gemma":0.002536139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162701,"about_ca_topic_score_gemma":0.0002816253,"domain_scores_codex":[0.9978215,0.0001782564,0.0003685642,0.0002798886,0.0008343408,0.0005175189],"domain_scores_gemma":[0.9987515,0.0000460901,0.0002226122,0.0001439671,0.0003108073,0.0005250247],"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":[0.001866782,0.0006695677,0.4166195,0.0009662615,0.00001156158,0.00001488995,0.01147235,0.00002762239,0.00002729094,0.003337186,0.0003800946,0.5646068],"study_design_scores_gemma":[0.002815429,0.005113665,0.9562618,0.0009733399,0.00002914986,0.001406842,0.02540529,0.001598777,0.000009546723,0.002353598,0.003901301,0.0001313038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317641,0.004918068,0.00006068685,0.06078753,0.0002503784,0.0006548311,0.00001371743,0.00001895581,0.001531746],"genre_scores_gemma":[0.9892787,0.0008772898,0.003637585,0.006095336,0.00009695562,0.00000674918,0.000001542637,0.00000218903,0.000003677827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5644755,"threshold_uncertainty_score":0.9316202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066937658304185,"score_gpt":0.4869391298131595,"score_spread":0.3802453639827409,"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."}}