{"id":"W1987313512","doi":"10.1089/dia.2013.0369","title":"Assessment of a New Insulin Preparation for Implanted Pumps Used in the Treatment of Type 1 Diabetes","year":2014,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Sanofi","keywords":"Medicine; Glycated hemoglobin; Insulin pump; Hypoglycemia; Confidence interval; Insulin; Type 2 diabetes; Diabetes mellitus; Type 1 diabetes; Randomized controlled trial; Surgery; Internal medicine; Anesthesia; 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":[0.002520567,0.0004669898,0.001052894,0.0004248524,0.0002088162,0.0007888306,0.0005010536,0.0007050292,0.002474901],"category_scores_gemma":[0.003488841,0.0002073583,0.0006696816,0.0003851264,0.0005710392,0.0006258332,0.000328059,0.001169555,0.0002680606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749404,"about_ca_system_score_gemma":0.0004238304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073772,"about_ca_topic_score_gemma":0.0001411804,"domain_scores_codex":[0.9982626,0.0008467349,0.0002176541,0.0002098004,0.0003869914,0.00007628059],"domain_scores_gemma":[0.9976555,0.0008519193,0.0009257145,0.0001390062,0.0001552869,0.0002724107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6343546,0.01606167,0.02193342,0.002663157,0.00107351,0.0001554645,0.0002369353,0.0007391885,0.04395784,0.0002912255,0.0006041204,0.2779288],"study_design_scores_gemma":[0.07354176,0.8616807,0.03632698,0.0002644279,0.00147411,0.0005172152,0.0001389912,0.001789892,0.01954628,0.0001468535,0.004521751,0.00005100703],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917787,0.005364243,0.0009002296,0.0001215809,0.0001206917,0.0007642908,0.0002082171,0.00002523185,0.000716768],"genre_scores_gemma":[0.9937631,0.002101576,0.002583042,0.0001658175,0.0001201835,0.000667488,0.0002586322,0.00000636865,0.0003338898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520567,"threshold_uncertainty_score":0.01333016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04143145424119946,"score_gpt":0.3653146155047629,"score_spread":0.3238831612635634,"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."}}