{"id":"W2050531956","doi":"10.3402/gha.v6i0.20796","title":"Implementation of national guidelines, incorporated within structured diabetes and hypertension records at primary level care in Cape Town, South Africa: a randomised controlled trial","year":2013,"lang":"en","type":"article","venue":"Global Health Action","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Cape; Medicine; Primary care; Diabetes mellitus; Primary health care; Optometry; Pediatrics; Family medicine; Geography; Environmental health; Population","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":[0.009019786,0.001916808,0.003191618,0.001081762,0.001360865,0.001957588,0.001809753,0.00279932,0.007887685],"category_scores_gemma":[0.02123985,0.001345829,0.00245278,0.001512184,0.002395417,0.002041671,0.001273105,0.002185807,0.0004694014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404752,"about_ca_system_score_gemma":0.006256734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009505941,"about_ca_topic_score_gemma":0.01635903,"domain_scores_codex":[0.9873476,0.008796368,0.001099725,0.001243253,0.0006999061,0.0008132483],"domain_scores_gemma":[0.9885728,0.004307299,0.003766396,0.0007787392,0.0006528539,0.001921809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8939984,0.04200943,0.003276911,0.009285288,0.002780225,0.0003125018,0.001196866,0.0005733119,0.001760033,0.0001883972,0.0008536284,0.04376493],"study_design_scores_gemma":[0.9107299,0.08170436,0.004853269,0.0005192776,0.001049073,0.00002769612,0.0002088805,0.0001431662,0.0001683278,0.00006777224,0.0005010191,0.0000272235],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661337,0.004330713,0.0004908164,0.0008872273,0.0007721387,0.0255568,0.0003946009,0.00006179116,0.001372301],"genre_scores_gemma":[0.9620182,0.002964295,0.003276143,0.0006958734,0.0004258668,0.028788,0.0001981262,0.00001040566,0.001623147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009505941,"threshold_uncertainty_score":0.04770178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212440169893566,"score_gpt":0.4605237177766402,"score_spread":0.2480835478830742,"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."}}