{"id":"W2107926840","doi":"10.2337/diacare.27.11.2590","title":"Continuous Subcutaneous Insulin Infusion Versus Multiple Daily Injections","year":2004,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Novo Nordisk Pharma; Novo Nordisk; Eli Lilly and Company","keywords":"Medicine; Insulin; Diabetes mellitus; Type 1 diabetes; Randomized controlled trial; Insulin aspart; Insulin lispro; Internal medicine; Type 2 diabetes; Surgery; Pediatrics; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008009512,0.0001741074,0.0002781331,0.0002303172,0.0001881273,0.00005414407,0.0001381881,0.0001167173,0.0001236859],"category_scores_gemma":[0.0002797722,0.0001538056,0.0001342879,0.000407651,0.0001060141,0.00008756661,0.0001410633,0.0002755259,0.0007999747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803677,"about_ca_system_score_gemma":0.00008076653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002883158,"about_ca_topic_score_gemma":0.00005485192,"domain_scores_codex":[0.9986108,0.00002513361,0.0001968,0.0003033858,0.0003708912,0.0004930201],"domain_scores_gemma":[0.9990852,0.0001018088,0.00004457497,0.000364627,0.0002231823,0.0001805336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008522731,0.0005609379,0.7813087,0.0007422791,0.0003902158,0.0003514607,0.002118039,0.0004040495,0.01371256,0.0002904762,0.003239907,0.1960291],"study_design_scores_gemma":[0.07705967,0.01845813,0.567443,0.001523274,0.001379393,0.0000177089,0.01888362,0.001284308,0.04869077,0.0008288005,0.2620122,0.002419136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786022,0.0008571048,0.000007693895,0.000441127,0.0006024074,0.0005689675,0.00003176445,0.000220636,0.01866811],"genre_scores_gemma":[0.9979364,0.00004761521,0.0003180028,0.0002257957,0.0002176739,0.00004714347,0.0002794236,0.00003718678,0.0008908098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2587723,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449790200777944,"score_gpt":0.2647161733998346,"score_spread":0.2502182713920552,"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."}}