{"id":"W4381249976","doi":"10.1186/s13031-023-00526-9","title":"Health system evaluation in conflict-affected countries: a scoping review of approaches and methods","year":2023,"lang":"en","type":"review","venue":"Conflict and Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council","keywords":"Public health; Health services research; Government (linguistics); Scope (computer science); Capacity building; Medicine; Public relations; Political science; Environmental health; Nursing; Computer 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008572063,0.000412651,0.005109777,0.0003357043,0.0001177021,0.00001906503,0.00009281632,0.0002339138,0.0000118226],"category_scores_gemma":[0.0001622874,0.0003132104,0.0001496012,0.0005182061,0.00009239431,0.00003860999,0.00007844997,0.0004472465,0.000008235819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361724,"about_ca_system_score_gemma":0.004341809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370253,"about_ca_topic_score_gemma":0.0001496156,"domain_scores_codex":[0.9949471,0.001469458,0.002050589,0.0005742155,0.0004444497,0.0005141624],"domain_scores_gemma":[0.9974718,0.0002695294,0.001293008,0.0003609483,0.0001468667,0.0004578237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006336746,0.00001558756,0.00004357657,0.6440305,0.00004160599,0.0000019349,0.0002293078,1.875827e-8,7.029915e-9,0.0005052398,0.0002372308,0.3548886],"study_design_scores_gemma":[0.0006666874,0.0003006563,0.0006613043,0.7465608,0.000283305,0.0001483368,0.00007754729,0.0000454138,4.69234e-8,0.000002496818,0.2511078,0.0001456704],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001476234,0.9877243,0.00003384944,0.002037331,0.0001530197,0.009619118,0.00006532237,0.00007690407,0.0002753799],"genre_scores_gemma":[0.000006410104,0.9966644,0.0003811268,0.00223628,0.0001173629,0.0002910299,0.0002050276,0.00004735605,0.0000509764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.354743,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3640288064840431,"score_gpt":0.5371077542011541,"score_spread":0.173078947717111,"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."}}