{"id":"W4311401878","doi":"10.4314/gmj.v56i4.6","title":"Family-integrated diabetes education for individuals with diabetes in South-west Ni-geria","year":2022,"lang":"en","type":"article","venue":"Ghana Medical Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre","keywords":"Diabetes mellitus; Medicine; Intervention (counseling); Family medicine; Type 2 diabetes; Family history; Gerontology; Internal medicine; Endocrinology; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001710215,0.0001872751,0.0003678078,0.0005132066,0.0002560414,0.00008364656,0.0002641844,0.00007797083,0.001844007],"category_scores_gemma":[0.0005795982,0.0001470073,0.00008677621,0.0006174383,0.00008450202,0.0001545462,0.00007031017,0.0007032551,0.00001748112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534693,"about_ca_system_score_gemma":0.001301996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001199859,"about_ca_topic_score_gemma":0.000007705487,"domain_scores_codex":[0.9975885,0.0001391711,0.0004727551,0.0002634785,0.0009818904,0.0005541923],"domain_scores_gemma":[0.9989105,0.0001274319,0.0002225519,0.0001816694,0.000138259,0.0004195549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008215863,0.0009127436,0.8753033,0.0001145067,0.0001934292,0.000008389335,0.001056008,0.0000104713,0.0001931827,0.0001349299,0.04193812,0.08005282],"study_design_scores_gemma":[0.009898896,0.003313222,0.805371,0.001440704,0.0007356427,0.00004071221,0.02734909,0.002612817,0.0005324539,0.001892509,0.1459618,0.0008511253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900607,0.0006531799,0.0000917876,0.006020958,0.001423722,0.0005743357,0.00001564406,0.00003869385,0.001120959],"genre_scores_gemma":[0.9918917,0.00001480944,0.001253597,0.004155203,0.0008252314,0.0003667447,0.0003163092,0.00003855709,0.00113782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040237,"threshold_uncertainty_score":0.9990684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412903593367964,"score_gpt":0.2692099607721172,"score_spread":0.2550809248384376,"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."}}