{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364637,0.000185045,0.0005559916,0.0003494271,0.000678121,0.0009955021,0.0001964449,0.0006403396,0.00265567],"category_scores_gemma":[0.006940735,0.0001495444,0.0007814287,0.0004930294,0.0003977508,0.0004894856,0.0004213023,0.000910672,0.0002138089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489447,"about_ca_system_score_gemma":0.0002737684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453484,"about_ca_topic_score_gemma":0.001384804,"domain_scores_codex":[0.9987669,0.0006812553,0.00009718851,0.00005997525,0.0001942333,0.0002005687],"domain_scores_gemma":[0.9968302,0.001096674,0.0009953571,0.00008185901,0.0002429477,0.000753122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003067807,0.001860513,0.9098238,0.0002099295,0.0004205513,0.001522904,0.009571471,0.000737193,0.002196106,0.0001954286,0.001376782,0.06901751],"study_design_scores_gemma":[0.0004857283,0.007574582,0.9680369,0.00006579941,0.000289837,0.003532123,0.01355072,0.002512672,0.0009641363,0.0002335347,0.002660271,0.00009360226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987883,0.0002185573,0.00009335334,0.0001819415,0.00001386071,0.000007223662,0.00004748863,0.000005134566,0.000644255],"genre_scores_gemma":[0.9994546,0.00008644287,0.00009211252,0.0001390316,0.00001121861,0.000007370888,0.00006090588,0.000001317046,0.0001470952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00265567,"threshold_uncertainty_score":0.008884072,"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."}}