{"id":"W4364353021","doi":"10.1111/1753-0407.13381","title":"Effectiveness, safety, initial optimal dose, and optimal maintenance dose range of basal insulin regimens for type 2 diabetes: A systematic review with meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Cochrane; McMaster University; Joseph Brant Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Meta-analysis; Basal insulin; Type 2 diabetes; Internal medicine; Intensive care medicine; Endocrinology","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":[0.0150038,0.003033109,0.02553994,0.00652427,0.0006414485,0.003513258,0.002297398,0.002874386,0.003643332],"category_scores_gemma":[0.03418793,0.001749938,0.04407192,0.007119153,0.0008417424,0.002220675,0.001287424,0.002100668,0.0002864231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138389,"about_ca_system_score_gemma":0.00378471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237259,"about_ca_topic_score_gemma":0.009361929,"domain_scores_codex":[0.9894173,0.005167902,0.003036281,0.0009117028,0.001181649,0.0002852369],"domain_scores_gemma":[0.9791808,0.01589998,0.003129013,0.000473704,0.001103434,0.0002132104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003211628,0.00005012496,0.002011098,0.4671154,0.5148806,0.00009084633,0.00006788468,0.0005023496,0.0001522732,0.0001235116,0.0003790088,0.01141524],"study_design_scores_gemma":[0.001201523,0.0003042465,0.001703906,0.0272321,0.9681978,0.00006255596,0.00003395628,0.0001980215,0.00008643803,0.0001360401,0.0008220611,0.0000213151],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003799926,0.9946778,0.0004144367,0.0001339269,0.0001186547,0.0003852885,0.0002583676,0.0000185243,0.0001930575],"genre_scores_gemma":[0.1435343,0.8497041,0.002644267,0.0008290369,0.0003028068,0.002055867,0.0006207299,0.00002600229,0.0002829811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02553994,"threshold_uncertainty_score":0.07934862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09164505534258865,"score_gpt":0.3896588449890808,"score_spread":0.2980137896464922,"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."}}