{"id":"W2142433802","doi":"10.1056/nejmoa1002853","title":"Effectiveness of Sensor-Augmented Insulin-Pump Therapy in Type 1 Diabetes","year":2010,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":896,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Memorial University of Newfoundland","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Glycated hemoglobin; Hypoglycemia; Insulin pump; Diabetes mellitus; Internal medicine; Regimen; Type 2 diabetes; Type 1 diabetes; Insulin; Clinical endpoint; Randomized controlled trial; Surgery; 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":[0.001663885,0.0002988979,0.0009148721,0.0002143636,0.0001392862,0.0004289473,0.0003367729,0.0005037634,0.001345671],"category_scores_gemma":[0.002269177,0.0001512623,0.0008431029,0.0002562357,0.0002987561,0.0003310958,0.0001931163,0.0007629032,0.00007131857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666311,"about_ca_system_score_gemma":0.0003511781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000312462,"about_ca_topic_score_gemma":0.0003592671,"domain_scores_codex":[0.9991844,0.0004808001,0.00008656344,0.00008750567,0.0001133435,0.00004727249],"domain_scores_gemma":[0.9986591,0.0006682047,0.0004470355,0.0000551107,0.00003619764,0.0001343564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6103188,0.01617327,0.08690625,0.003165813,0.004031253,0.0001615318,0.0001498708,0.002761802,0.00556579,0.0002908022,0.0008397426,0.2696351],"study_design_scores_gemma":[0.2448305,0.4526408,0.2864614,0.0007761648,0.003664641,0.0007252834,0.0001241518,0.004479163,0.00403487,0.000278717,0.001942224,0.00004202987],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920594,0.007183942,0.0001340188,0.00008799464,0.00004263238,0.00008212303,0.00006584809,0.000007863788,0.0003362196],"genre_scores_gemma":[0.9967058,0.002299237,0.0005745368,0.00009992115,0.0000752622,0.00008033983,0.000102429,0.000001571967,0.00006079865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001663885,"threshold_uncertainty_score":0.008799553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803273014354291,"score_gpt":0.3071953478833659,"score_spread":0.289162617739823,"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."}}