{"id":"W2008436310","doi":"10.1002/pdi.567","title":"Treatment effects and satisfaction in diabetic patients changing from multiple daily insulin injections to CSII","year":2004,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Insulin; Diabetes mellitus; Metabolic control analysis; Insulin pump; Patient satisfaction; Quality of life (healthcare); Type 1 diabetes; Physical therapy; Pediatrics; Internal medicine; Surgery; Endocrinology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001137825,0.0001443719,0.0001958456,0.0003957023,0.00006626443,0.00007179285,0.00005050311,0.00006530229,0.00009359986],"category_scores_gemma":[0.001416194,0.0001256075,0.00004649291,0.0002652332,0.00004258897,0.0002759609,0.0001227375,0.0001783049,0.0001394185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380463,"about_ca_system_score_gemma":0.00003593733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754528,"about_ca_topic_score_gemma":0.00008025895,"domain_scores_codex":[0.9987257,0.00004622679,0.0002064762,0.0003247141,0.0003686316,0.0003282502],"domain_scores_gemma":[0.9990551,0.0005128733,0.00004383997,0.0001295456,0.00008248257,0.0001761192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000933155,0.0007716973,0.9129085,0.00002690315,0.0001544554,0.00001461819,0.0002252273,0.00005177712,0.001380224,0.0004415715,0.00004342725,0.08388831],"study_design_scores_gemma":[0.004926609,0.0006759194,0.9870522,0.0001399991,0.0000533951,3.686368e-7,0.00004576815,0.002149945,0.002207973,0.000639072,0.001980518,0.000128218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927447,0.0000509253,0.0002510045,0.004285885,0.0004673158,0.0006626003,0.00002147899,0.00004276832,0.001473276],"genre_scores_gemma":[0.9962478,0.00004036209,0.002510159,0.0004690336,0.0001660662,0.0001763633,0.0001232075,0.00001638399,0.0002506477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0837601,"threshold_uncertainty_score":0.5122126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556746998464269,"score_gpt":0.312856494318747,"score_spread":0.2972890243341043,"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."}}