{"id":"W3174437546","doi":"10.2337/db21-664-p","title":"664-P: Incorporating Treatment Pauses, Dosing Flexibility, and Education to Support GLP-1RA Therapy Persistence","year":2021,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Discontinuation; Tolerability; Adverse effect; Dosing; Semaglutide; Internal medicine; Intensive care medicine; Endocrinology; Type 2 diabetes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003524014,0.0005231957,0.0006879045,0.0004356729,0.000588364,0.001532255,0.0009338666,0.001069376,0.02387789],"category_scores_gemma":[0.01371105,0.0002376498,0.001465818,0.0003893327,0.0003240365,0.001826638,0.00147573,0.002237055,0.003198178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008640144,"about_ca_system_score_gemma":0.003397584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444013,"about_ca_topic_score_gemma":0.002571445,"domain_scores_codex":[0.9982493,0.0008473957,0.0001503164,0.0002306409,0.000301794,0.0002206631],"domain_scores_gemma":[0.9955406,0.001659964,0.000875283,0.0003709166,0.0002801771,0.001273061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01620226,0.01520033,0.01089664,0.002135457,0.0004984392,0.0002037538,0.001193203,0.002628413,0.002234263,0.002206762,0.02031646,0.926284],"study_design_scores_gemma":[0.1229744,0.1220708,0.1678822,0.009848219,0.005773753,0.001541229,0.002481468,0.0428503,0.01360361,0.02657154,0.4837478,0.000654681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8550763,0.006871897,0.03054534,0.01668736,0.001279564,0.008341977,0.003618839,0.006893117,0.07068555],"genre_scores_gemma":[0.9130335,0.003304267,0.05721336,0.00559416,0.000769434,0.006422277,0.001847183,0.0003022846,0.01151353],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02387789,"threshold_uncertainty_score":0.07987952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656454624171329,"score_gpt":0.3020685542865598,"score_spread":0.2555040080448465,"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."}}