{"id":"W2129919504","doi":"10.1503/cmaj.081962","title":"Insulin analogues: too much noise about small benefits","year":2009,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Diabetes mellitus; Potency; Medicine; Diabetes management; Computer science; Endocrinology; Type 2 diabetes; Chemistry; Biochemistry","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":[0.005697897,0.0009442969,0.001671382,0.0005967222,0.001892041,0.003225955,0.001272848,0.02888971,0.003935095],"category_scores_gemma":[0.03040367,0.0005352793,0.001093276,0.0006532585,0.005123051,0.006783535,0.001354834,0.04193254,0.003970112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769727,"about_ca_system_score_gemma":0.00126474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578868,"about_ca_topic_score_gemma":0.002238783,"domain_scores_codex":[0.9959075,0.001426978,0.0005516725,0.0004812732,0.0014158,0.000216743],"domain_scores_gemma":[0.9861833,0.01120366,0.0004631813,0.000289505,0.001181768,0.0006786316],"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":[0.000443177,0.00008268034,0.001215948,0.0004253387,0.00005960525,0.01309292,0.0004575529,0.0002169732,0.001354492,0.02073449,0.8709664,0.09095055],"study_design_scores_gemma":[0.0004700502,0.0003171263,0.001368498,0.001005247,0.00005881412,0.03069296,0.001228201,0.0005753368,0.000629376,0.05584856,0.9076912,0.0001146506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006101881,0.007189465,0.0002066161,0.9823167,0.00772409,0.000007049641,0.00001613193,0.0000167895,0.001913108],"genre_scores_gemma":[0.01068543,0.01025221,0.0005573262,0.9118424,0.06392032,0.00002259763,0.0000178776,0.0000277719,0.002674146],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02888971,"threshold_uncertainty_score":0.03013366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797513656763467,"score_gpt":0.2510445567453006,"score_spread":0.2330694201776659,"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."}}