{"id":"W4388205111","doi":"10.58931/cpct.2023.1322","title":"Redefining Diabetes Strategies in Primary Care: Four New Pillars of Management","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novo Nordisk; Amgen","keywords":"Hypoglycemia; Type 2 Diabetes Mellitus; Medicine; Primary care; Intensive care medicine; Disease; Disease management; Order (exchange); Diabetes mellitus; Nursing; Family medicine; Business; Pathology","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":[0.02115907,0.001365635,0.00155542,0.003096296,0.01177229,0.01573961,0.004131843,0.01300334,0.008749296],"category_scores_gemma":[0.0240681,0.000790399,0.001750955,0.002419116,0.017755,0.01585273,0.01278177,0.03320514,0.002827407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02060723,"about_ca_system_score_gemma":0.0694237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07867208,"about_ca_topic_score_gemma":0.1911277,"domain_scores_codex":[0.9811906,0.005699045,0.001125692,0.001050707,0.008216156,0.002717794],"domain_scores_gemma":[0.960716,0.007966783,0.001542085,0.001484059,0.01164773,0.01664325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007458881,0.0003450848,0.00319093,0.001819996,0.00009214398,0.0009612508,0.007243132,0.0002561819,0.0005035136,0.05504003,0.6236166,0.3068565],"study_design_scores_gemma":[0.0001167383,0.0002832332,0.005188495,0.006689657,0.00008855258,0.0009220226,0.008194619,0.0003055855,0.0002024591,0.03986662,0.9379655,0.0001764499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005362832,0.03056058,0.00163765,0.9505464,0.008065605,0.00005985456,0.00001920908,0.00009044607,0.008484108],"genre_scores_gemma":[0.03893592,0.1832776,0.03955432,0.6976904,0.02607702,0.0004720923,0.0001654484,0.0001648926,0.01366238],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9213279,"threshold_uncertainty_score":0.1564283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318843425294587,"score_gpt":0.2178362010826352,"score_spread":0.2046477668296893,"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."}}