{"id":"W2018850890","doi":"10.1111/j.1399-5448.2009.00593.x","title":"Sociodemographic and psychosocial factors associated with continuous subcutaneous insulin infusion in adolescents with type 1 diabetes","year":2009,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Bayer Canada","keywords":"Psychosocial; Medicine; Type 1 diabetes; Logistic regression; Glycemic; Diabetes mellitus; Insulin pump; Diabetes management; Type 2 diabetes; Pediatrics; Internal medicine; Psychiatry; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446198,0.0003428289,0.0006087251,0.0006299643,0.0001282063,0.00008671064,0.0001520068,0.0002035184,0.00002324614],"category_scores_gemma":[0.0002091938,0.0002418243,0.00006516092,0.001619484,0.0001528944,0.000152479,0.00005065377,0.0004747946,0.000008126553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006485978,"about_ca_system_score_gemma":0.00008485663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005063155,"about_ca_topic_score_gemma":0.00002512841,"domain_scores_codex":[0.9976124,0.00009430246,0.0003156411,0.0004813497,0.0006356855,0.0008606463],"domain_scores_gemma":[0.9990899,0.0001080925,0.0001620113,0.000216247,0.0001814922,0.0002422819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660979,0.0006542366,0.991699,0.0001532211,0.00007589134,0.00003255749,0.0001839973,0.0000023161,0.0001729405,0.000006715551,0.0002554111,0.006597612],"study_design_scores_gemma":[0.003415843,0.003298637,0.9918668,0.0003660237,0.0002642969,2.113538e-7,0.00009052536,0.0001106311,0.00005336206,0.0001495723,0.00004623572,0.0003378202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961224,0.001999742,5.428152e-7,0.0003634128,0.00008872591,0.0007431571,0.000006776818,0.0001419386,0.0005332789],"genre_scores_gemma":[0.9989349,0.0002869994,0.00002694431,0.0002956814,0.0001810437,0.00001314122,0.00006212243,0.00004172615,0.0001574294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006259791,"threshold_uncertainty_score":0.9861309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072732291704703,"score_gpt":0.2402307245452352,"score_spread":0.2295034016281882,"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."}}