{"id":"W2122654187","doi":"10.1017/s1463423611000077","title":"Health risk appraisal for older people 4: case finding for hypertension, hyperlipidaemia and diabetes mellitus in older people in English general practice before the introduction of the Quality and Outcomes Framework","year":2011,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"European Commission","keywords":"Medicine; Diabetes mellitus; Body mass index; Blood pressure; Gerontology; Population; Disease; Health care; Physical therapy; Environmental health; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.02316388,0.0001766509,0.0007053842,0.0002287754,0.0006687709,0.00002025427,0.0000997487,0.0001519199,0.000005505029],"category_scores_gemma":[0.006083359,0.000117955,0.0001059824,0.0004975392,0.00008981814,0.0001492916,0.0001599581,0.0007787857,3.227593e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008353038,"about_ca_system_score_gemma":0.001863704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579089,"about_ca_topic_score_gemma":0.003309676,"domain_scores_codex":[0.9941381,0.002994727,0.0009448298,0.0005194896,0.000651432,0.0007514142],"domain_scores_gemma":[0.9968901,0.001358044,0.0003007863,0.0004200736,0.0007714539,0.0002595109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506663,0.0003703278,0.4238601,0.008081377,0.0001089679,0.000003759818,0.2049592,0.000002877945,0.000003779347,0.0002907464,0.0009648782,0.3612033],"study_design_scores_gemma":[0.002022645,0.0002410925,0.9763851,0.0002783908,0.00002157365,0.00005447591,0.0165477,0.00003671166,0.0000369714,0.00009644285,0.004183408,0.00009547996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627357,0.005551459,0.002067036,0.02345281,0.0004634651,0.005674804,0.00002026237,0.00002078963,0.00001365373],"genre_scores_gemma":[0.9701946,0.00190268,0.02488945,0.001556594,0.0002842094,0.001027905,0.00009337641,0.00003436341,0.00001677464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552525,"threshold_uncertainty_score":0.8028185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048837060094071,"score_gpt":0.4090296407331613,"score_spread":0.3585412701322206,"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."}}