{"id":"W4379383652","doi":"10.1186/s13031-023-00525-w","title":"Assessment of the WHO non-communicable diseases kit for humanitarian emergencies in South Sudan: a retrospective, prospective, observational study","year":2023,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary; World Health Organization","keywords":"Software deployment; Health care; Observational study; Environmental health; Medicine; Thematic analysis; Public health; Health administration; Baseline (sea); Qualitative research; Business; Medical emergency; Nursing; Engineering; Economic growth; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249676,0.0003702353,0.0004376374,0.001086246,0.001713562,0.0008403195,0.0004630392,0.000528184,0.0009043752],"category_scores_gemma":[0.003937215,0.0004850349,0.0003847496,0.001034536,0.000762872,0.0007891787,0.001327953,0.000821209,0.0002797268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521842,"about_ca_system_score_gemma":0.002205246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01557881,"about_ca_topic_score_gemma":0.02309304,"domain_scores_codex":[0.9988262,0.0004376599,0.0001734835,0.0001241398,0.0001818086,0.0002566632],"domain_scores_gemma":[0.9975586,0.0003630866,0.001127775,0.0001354622,0.0004768439,0.0003381626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004181586,0.0002806821,0.9824402,0.0001668013,0.00001822543,0.0006154453,0.01208737,0.00004099225,0.0007128571,0.00004836673,0.0003052717,0.003242048],"study_design_scores_gemma":[0.000006549286,0.000750728,0.9369963,0.0001554603,0.00002148153,0.00089879,0.05867348,0.0001269799,0.000213124,0.00002877347,0.002103888,0.0000243921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991028,0.0001324454,0.00009437165,0.00005425317,0.000005220938,0.0001196556,0.0002086985,0.000002013819,0.0002805199],"genre_scores_gemma":[0.9983982,0.0003524561,0.0004381303,0.0001230034,0.000006998125,0.0002533833,0.0002170502,0.000002316464,0.0002084075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557881,"threshold_uncertainty_score":0.03097624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130352629285997,"score_gpt":0.4065992367457041,"score_spread":0.2762466074597071,"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."}}