{"id":"W2796902650","doi":"10.1016/j.jcjd.2017.10.012","title":"Glycemic Management in Adults With Type 1 Diabetes","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hypoglycemia; Insulin; Glycemic; Diabetes mellitus; Type 1 diabetes; Type 2 diabetes; Diabetes management; Intensive care medicine; Insulin pump; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003385368,0.000145251,0.0003061885,0.0009621616,0.0000658902,0.00005069174,0.0002343101,0.00005761341,0.0004806205],"category_scores_gemma":[0.00007268717,0.0001077744,0.00005894408,0.0007043274,0.0002597448,0.0001482569,0.00002251032,0.0002507246,0.0000925715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540648,"about_ca_system_score_gemma":0.0003542227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004142165,"about_ca_topic_score_gemma":0.002505551,"domain_scores_codex":[0.9985448,0.00003114391,0.0002961902,0.0001612934,0.0002932145,0.0006733187],"domain_scores_gemma":[0.9987016,0.00003385581,0.0001039861,0.0002185154,0.0003275463,0.0006144873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441968,0.00005985698,0.9542075,0.0003168707,0.0003621881,0.0001821488,0.0002704556,0.000004489574,0.0001170987,0.0001821192,0.008798247,0.03535478],"study_design_scores_gemma":[0.008771963,0.008125085,0.9282482,0.004289152,0.000286363,0.000003273116,0.0007269651,0.000414492,0.001326979,0.000677504,0.04667014,0.0004599016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772472,0.0009516567,0.000001047077,0.0008615584,0.0002813372,0.0002543317,0.0000022292,0.000007248741,0.02039336],"genre_scores_gemma":[0.9975333,0.00001535421,0.0004639058,0.0005515039,0.0002990246,0.000004283144,0.000005730472,0.00002717003,0.00109971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03787189,"threshold_uncertainty_score":0.5262457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069466273157662,"score_gpt":0.241983294017462,"score_spread":0.2312886312858854,"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."}}