{"id":"W2032868327","doi":"10.1371/journal.pone.0041562","title":"Diabetes Care Provision in UK Primary Care Practices","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diabetes Management and Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Diabetes UK; National Institute for Health and Care Research","keywords":"Medicine; Family medicine; Receipt; Diabetes mellitus; Primary care; MEDLINE; Health care; Best practice; Diabetes management; Nursing; Type 2 diabetes","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":[0.001623222,0.0001344294,0.0003314966,0.001049942,0.0009641213,0.001492731,0.0004395368,0.0008288583,0.004154249],"category_scores_gemma":[0.01443113,0.0003199464,0.0002292871,0.002166169,0.0007131562,0.0006335609,0.001160467,0.000604423,0.000319587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003730478,"about_ca_system_score_gemma":0.002824995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09005269,"about_ca_topic_score_gemma":0.07660425,"domain_scores_codex":[0.9951047,0.002028804,0.0006311413,0.0006103211,0.001103506,0.0005216713],"domain_scores_gemma":[0.9863144,0.004097978,0.004940301,0.0004503389,0.001540099,0.0026568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137367,0.0001059571,0.9671369,0.0003696582,0.00006479891,0.000602675,0.007568647,0.00008672086,0.0001647079,0.00009810393,0.002851715,0.0208363],"study_design_scores_gemma":[0.00002911219,0.0001710248,0.9943128,0.0002339008,0.00001774996,0.0004552803,0.003123875,0.00006643622,0.00002443374,0.00004208759,0.001514373,0.00000902676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903803,0.003467596,0.0001008683,0.002197897,0.00003881367,0.00006209135,0.000827286,0.00001491581,0.002910233],"genre_scores_gemma":[0.9977671,0.001134378,0.0001745523,0.0003993699,0.00002084247,0.0000396888,0.000226175,0.000001688552,0.0002362355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09005269,"threshold_uncertainty_score":0.1790571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647337747939538,"score_gpt":0.274928886530699,"score_spread":0.2284555090513036,"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."}}