{"id":"W2168641422","doi":"10.1016/j.jcjd.2014.07.094","title":"Validation of the Adapted Stages of Intensive Therapy Questionnaire in Adult Individuals with Type 1 Diabetes Using Continuous Subcutaneous Insulin Infusion","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin; Type 1 diabetes; Intensive care; Diabetes mellitus; Infusion therapy; Continuous glucose monitoring; Intensive care medicine; Physical therapy; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004039215,0.0003726697,0.0004480238,0.0005591969,0.0003231397,0.0007289422,0.0004246566,0.0005794786,0.0007791411],"category_scores_gemma":[0.007797093,0.000279754,0.000820979,0.00046567,0.0002595925,0.0004068503,0.0007246345,0.0008257389,0.0001731567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007102882,"about_ca_system_score_gemma":0.0007644449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005609802,"about_ca_topic_score_gemma":0.01047921,"domain_scores_codex":[0.9981353,0.0007561323,0.0003233008,0.0001513308,0.0004950216,0.0001388999],"domain_scores_gemma":[0.9959073,0.001691573,0.001058827,0.0001928841,0.0008723719,0.000277016],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005301245,0.0006446252,0.9822822,0.0000567949,0.0001593004,0.00004486792,0.0008927001,0.000279817,0.0008051436,0.00005129616,0.0005235543,0.0137296],"study_design_scores_gemma":[0.0000563664,0.0004585124,0.9979467,0.00001961112,0.00002747744,0.0000532297,0.0003661532,0.0005793587,0.0001231972,0.00002283792,0.0003370033,0.000009580052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980314,0.00008947728,0.0004204358,0.00006612172,0.00002577235,0.0002760555,0.0002471989,0.000006013981,0.0008372862],"genre_scores_gemma":[0.9960467,0.0001217849,0.002227828,0.0001392167,0.0000143576,0.0004327466,0.0005455441,0.000004691372,0.0004670578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959608,"threshold_uncertainty_score":0.02136165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150475126473525,"score_gpt":0.2471687368031049,"score_spread":0.2321212241557524,"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."}}