{"id":"W3203726627","doi":"10.4314/mmj.v33i3.3","title":"Decentralising diabetes care from hospitals to primary health care centres in Malawi","year":2021,"lang":"en","type":"article","venue":"Malawi Medical Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"World Diabetes Foundation","keywords":"Medicine; Diabetes mellitus; Logistic regression; Blood pressure; Health care; Public health; Emergency medicine; Type 2 diabetes; Environmental health; Family medicine; Pediatrics; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003120891,0.0002277081,0.000215462,0.0005815998,0.001548461,0.001503409,0.001032384,0.0003459702,0.003883964],"category_scores_gemma":[0.005631066,0.000354904,0.0002212824,0.001198058,0.001291998,0.0009089664,0.004460617,0.0008061858,0.0001768896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005326051,"about_ca_system_score_gemma":0.01002108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09413038,"about_ca_topic_score_gemma":0.1483722,"domain_scores_codex":[0.9969241,0.001582081,0.0001278165,0.0002384436,0.0001812955,0.0009461736],"domain_scores_gemma":[0.9925298,0.001209418,0.001893282,0.0005208033,0.0007164064,0.003130248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004591175,0.0007351767,0.8978115,0.0008257083,0.0000939279,0.0006309886,0.01108021,0.0008794779,0.002583936,0.001159818,0.002250392,0.08148983],"study_design_scores_gemma":[0.0001796497,0.000683098,0.9869601,0.000247984,0.00003388203,0.0002037829,0.006453097,0.0006324105,0.0002434869,0.0001681925,0.004176397,0.00001796894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995398,0.0006880793,0.0006393491,0.001225161,0.00002102793,0.000353074,0.0003071672,0.00001885309,0.001349318],"genre_scores_gemma":[0.9971325,0.0003704183,0.001221924,0.0003840153,0.00002175001,0.0002154911,0.0001839435,0.000002517504,0.0004673744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09413038,"threshold_uncertainty_score":0.187165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00762316313201503,"score_gpt":0.2644990271428495,"score_spread":0.2568758640108345,"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."}}