{"id":"W4210390726","doi":"10.14740/jocmr4660","title":"Current State and Principles of Basal Insulin Therapy in Type 2 Diabetes","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Basal (medicine); Basal insulin; Diabetes mellitus; Type 2 diabetes; Pharmacodynamics; Insulin; Diabetes management; Pharmacology; Intensive care medicine; Pharmacokinetics; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000887681,0.0008129606,0.001457083,0.001837584,0.0002730297,0.001483014,0.001104434,0.001033904,0.003240661],"category_scores_gemma":[0.001067939,0.000307417,0.0006860678,0.002088238,0.0005268827,0.00143391,0.0006793775,0.00250804,0.002098046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005465801,"about_ca_system_score_gemma":0.001207629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009032493,"about_ca_topic_score_gemma":0.0009933269,"domain_scores_codex":[0.9996173,0.00006978385,0.00008459637,0.00005018153,0.0001516907,0.00002633001],"domain_scores_gemma":[0.9995198,0.0002657629,0.00007648294,0.00001397095,0.00009483498,0.00002915405],"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":[0.00008998812,0.00008313118,0.0001383145,0.02217208,0.00007773354,0.000161598,0.00005786646,0.0002565771,0.0007290293,0.003576906,0.02060585,0.9520509],"study_design_scores_gemma":[0.00003054524,0.0001098739,0.0006572749,0.009586812,0.0001424354,0.00112136,0.00005519199,0.0001126012,0.000268839,0.003267586,0.984621,0.00002643437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004699508,0.9986427,0.0001252979,0.0002410177,0.0001808537,0.000004989323,0.00001137172,0.000006378996,0.0007404039],"genre_scores_gemma":[0.0003607371,0.9988411,0.0002427488,0.000162056,0.0001541212,0.000007117358,0.00001859585,0.000001032967,0.0002124868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003240661,"threshold_uncertainty_score":0.01084113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6053829567674509,"score_gpt":0.6205875271684347,"score_spread":0.01520457040098377,"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."}}