{"id":"W2033176702","doi":"10.2337/diacare.28.7.1835","title":"Continuous Subcutaneous Insulin Infusion Versus Multiple Daily Injections","year":2005,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"University of New South Wales; American Diabetes Association","keywords":"Medicine; Glycemic; Context (archaeology); Insulin; Insulin aspart; Diabetes mellitus; Insulin analog; Randomized controlled trial; Type 1 diabetes; Insulin lispro; Internal medicine; Anesthesia; Surgery; Endocrinology; Human insulin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001140679,0.0005312425,0.0008395963,0.0006559187,0.0002420853,0.0001368909,0.0003796623,0.001020593,0.0006508721],"category_scores_gemma":[0.0003492304,0.0004814839,0.0004068933,0.000468552,0.0001891906,0.00009706763,0.0003262599,0.00247529,0.002040305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543782,"about_ca_system_score_gemma":0.0001447213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206701,"about_ca_topic_score_gemma":0.00003379658,"domain_scores_codex":[0.9967409,0.0001025673,0.0004355844,0.0007301105,0.0009152949,0.001075568],"domain_scores_gemma":[0.9979208,0.0004144806,0.0001590889,0.0008833414,0.0004456216,0.0001766324],"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":[0.0001528219,0.00007356706,0.03175576,0.001106645,0.0003810671,0.0007202503,0.000235814,0.000007537358,0.0001498977,0.000001356661,0.8823559,0.08305937],"study_design_scores_gemma":[0.003371284,0.001204791,0.002613531,0.0003537707,0.0004951549,0.00000300509,0.0003079148,0.0001633253,0.0001751377,0.000005215616,0.9907904,0.0005165056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5289445,0.009661835,0.000003855096,0.3299169,0.006621002,0.004696523,0.00105314,0.001356593,0.1177456],"genre_scores_gemma":[0.4043303,0.0006954905,0.000746946,0.4667806,0.02770314,0.0006283031,0.02606623,0.0006982397,0.07235078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1368637,"threshold_uncertainty_score":0.999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697600414111275,"score_gpt":0.2633629005359002,"score_spread":0.2463868963947875,"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."}}