{"id":"W2810441574","doi":"10.1089/dia.2018.0110","title":"Duration of Catheter Use in Patients with Diabetes Using Continuous Subcutaneous Insulin Infusion: A Review","year":2018,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Diabetes Canada; HEC Montréal; Cegep Edouard Montpetit; Université de Sherbrooke; Université de Montréal; Montreal Clinical Research Institute","funders":"","keywords":"Medicine; Catheter; Dosing; Diabetes mellitus; Intensive care medicine; Adverse effect; Insulin; Infusion therapy; Flexibility (engineering); Surgery; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004819179,0.0006489295,0.002977353,0.001426356,0.00006661486,0.0000343522,0.000496477,0.0008429571,0.0000473437],"category_scores_gemma":[0.000163816,0.0004506421,0.0003259069,0.002009349,0.0006917493,0.000128064,0.0003024041,0.0008488802,0.00003163431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864534,"about_ca_system_score_gemma":0.0001950371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000168505,"about_ca_topic_score_gemma":0.000004215915,"domain_scores_codex":[0.996544,0.0001932303,0.001272715,0.0006531035,0.0005336498,0.0008032944],"domain_scores_gemma":[0.9970928,0.0002362658,0.0008719467,0.001183045,0.0005402514,0.00007563111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003903465,0.000958159,0.1020726,0.04397303,0.001385658,0.00002122084,0.00002219759,1.057418e-7,0.00001752267,0.00001901132,0.00006983509,0.8514216],"study_design_scores_gemma":[0.00188437,0.005217804,0.0009566306,0.210652,0.00815346,0.000003738442,0.00001126334,0.0000812519,0.0001181496,0.00007211757,0.7718271,0.00102213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1787377,0.8178095,0.000001651867,0.00009378838,0.00009057421,0.003083345,0.00003539692,0.0001112223,0.00003687719],"genre_scores_gemma":[0.003026334,0.9952289,0.0006083422,0.0003800145,0.00004764578,0.0001562677,0.000277378,0.000147172,0.000127965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8503995,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237188098664809,"score_gpt":0.3158939851284729,"score_spread":0.2735221041418249,"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."}}