{"id":"W2616910070","doi":"10.1016/j.jcte.2017.05.003","title":"A review of current models for initiating injectable therapy for people with type 2 diabetes in primary care","year":2017,"lang":"en","type":"review","venue":"Journal of Clinical & Translational Endocrinology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Primary care; Type 2 Diabetes Mellitus; Type 2 diabetes; Nursing; Family medicine; Diabetes mellitus","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":[0.004033776,0.00144523,0.003163526,0.008271942,0.0005383829,0.002149018,0.002053716,0.001765844,0.004015912],"category_scores_gemma":[0.01389629,0.0007393471,0.003064513,0.007467479,0.0006285015,0.002244198,0.001135638,0.001206862,0.0005408713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237998,"about_ca_system_score_gemma":0.007764778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007473327,"about_ca_topic_score_gemma":0.0145513,"domain_scores_codex":[0.9975417,0.0008202912,0.0008872593,0.0002262029,0.0004369074,0.00008776214],"domain_scores_gemma":[0.9896019,0.0082397,0.001353226,0.0001025774,0.0005719262,0.0001306895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001078468,0.00004048262,0.0005232681,0.7306942,0.00123355,0.0001386852,0.0004693845,0.0002575404,0.000140083,0.001426012,0.005421261,0.2595477],"study_design_scores_gemma":[0.00006996532,0.0001686836,0.002506833,0.8436984,0.00890656,0.0008124455,0.0005734913,0.000123927,0.000161509,0.0008815187,0.1420506,0.00004601856],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001537679,0.9993205,0.00006605822,0.0001589461,0.00004223974,0.00002775528,0.00004710503,0.000003524844,0.0001800996],"genre_scores_gemma":[0.001216773,0.9983027,0.0002183769,0.0001336465,0.00001915485,0.0000375203,0.0000364183,0.000001014698,0.00003429898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008271942,"threshold_uncertainty_score":0.02133292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2979301918347816,"score_gpt":0.504202911786202,"score_spread":0.2062727199514204,"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."}}