{"id":"W2098142015","doi":"10.1177/1932296814533171","title":"Autonomy of Patients With Type 2 Diabetes With an Insulin Pump Device","year":2014,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin pump; Autonomy; Diabetes mellitus; Depression (economics); Hospital Anxiety and Depression Scale; Medicine; Type 2 diabetes; Receiver operating characteristic; Type 1 diabetes; Anxiety; Area under the curve; Patient satisfaction; Internal medicine; Psychology; Physical therapy; Surgery; Psychiatry; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006369587,0.000271531,0.0002933012,0.0005733002,0.0003182194,0.0006419907,0.0002282317,0.0003680252,0.0009697317],"category_scores_gemma":[0.003828431,0.0001094004,0.0004096645,0.0005715087,0.0002187725,0.0003617633,0.0004749779,0.0005011057,0.0001642244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388439,"about_ca_system_score_gemma":0.000229055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296685,"about_ca_topic_score_gemma":0.001424727,"domain_scores_codex":[0.9995504,0.0001201865,0.0000706496,0.00006615608,0.0001225607,0.00006995869],"domain_scores_gemma":[0.9975228,0.0006016238,0.001192951,0.00007753711,0.000187554,0.000417531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007712431,0.00002212875,0.9981201,0.00000557804,0.00001092192,0.00006631479,0.00003251912,0.00003606136,0.0000635553,0.000003791495,0.00004503365,0.00151688],"study_design_scores_gemma":[0.000008362614,0.0001445743,0.9985273,0.00000693412,0.00001694996,0.0005716737,0.0001278791,0.000346989,0.00007962903,0.00001908116,0.0001468396,0.000003709999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993967,0.0001341021,0.00006654927,0.00002795134,0.00000381381,0.000006180502,0.00009508373,0.000002166916,0.0002675154],"genre_scores_gemma":[0.9995783,0.00006489013,0.000107758,0.00001756843,0.000008011115,0.00000517129,0.0001739366,7.029463e-7,0.00004375805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001296685,"threshold_uncertainty_score":0.003368616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007897905326783293,"score_gpt":0.2460334613906867,"score_spread":0.2381355560639034,"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."}}