{"id":"W161380935","doi":"","title":"Provincially-Funded Insulin Pump Therapy and Glycaemic Control: Real-World Experience in London, Ontario","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin pump; Medicine; Insulin; Control (management); Environmental health; Internal medicine; Diabetes mellitus; Type 1 diabetes; Endocrinology; Computer science; Artificial intelligence","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":[0.001264823,0.0001627074,0.0003011384,0.0002248347,0.002060678,0.0009258735,0.0005921978,0.0003251595,0.001499896],"category_scores_gemma":[0.004661022,0.0002283177,0.0002832245,0.001810223,0.0009310312,0.0003646756,0.001103945,0.000426383,0.0001201068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03314508,"about_ca_system_score_gemma":0.03534075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.965259,"about_ca_topic_score_gemma":0.9825668,"domain_scores_codex":[0.9985138,0.000343123,0.0000967155,0.0001181201,0.0004798229,0.0004483789],"domain_scores_gemma":[0.9950801,0.0005868204,0.001302601,0.0002097381,0.0009951392,0.001825612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009386186,0.0003891631,0.9514955,0.0003395605,0.0001097504,0.001542105,0.01153866,0.0003397134,0.0006716127,0.0004429103,0.003668247,0.02852404],"study_design_scores_gemma":[0.0001289735,0.0003240748,0.9881578,0.0001050569,0.00003992015,0.0002820338,0.005370514,0.0002898579,0.00009939257,0.00006057111,0.005119398,0.00002232732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937017,0.001048208,0.0000929965,0.00106713,0.00001191202,0.00009027914,0.0005546691,0.000007699596,0.00342544],"genre_scores_gemma":[0.9978697,0.0007101708,0.0001974898,0.0001712147,0.00001054336,0.00003031561,0.0002444821,0.000004775716,0.0007612866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03474104,"threshold_uncertainty_score":0.2404855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09918227177581587,"score_gpt":0.3324242679097845,"score_spread":0.2332419961339686,"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."}}