{"id":"W2329043649","doi":"10.1016/j.jcjd.2014.07.165","title":"Provincially Funded Insulin Pump Therapy and Health Care Utilization In Adults with Type 1 Diabetes","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 1 diabetes; Type 2 diabetes; Insulin pump; Population; Health care; Insulin; Intensive care medicine; Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.000633801,0.000149157,0.0003946341,0.0006432925,0.0008405974,0.001124771,0.0008745434,0.0006103148,0.002514547],"category_scores_gemma":[0.006236236,0.0003464483,0.001199187,0.003275046,0.0003166219,0.0003952646,0.0008433841,0.001632145,0.0001732773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00783099,"about_ca_system_score_gemma":0.009038191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8936048,"about_ca_topic_score_gemma":0.9177772,"domain_scores_codex":[0.9988962,0.0001824609,0.0001428524,0.00008181617,0.0003371885,0.0003592737],"domain_scores_gemma":[0.9964013,0.0004289264,0.001640446,0.0001314449,0.000602667,0.0007951176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001456659,0.00007575132,0.9959661,0.00002953364,0.00009373685,0.00003848002,0.0001626191,0.00008774702,0.00002979864,0.00007030756,0.0008329074,0.002467369],"study_design_scores_gemma":[0.00001469096,0.00001987166,0.9990492,0.00002718227,0.00003772643,0.00003323046,0.0003642491,0.00019201,0.000008861713,0.00002704409,0.000222182,0.000003592516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927161,0.001312907,0.00003753385,0.001109348,0.00003204081,0.00001226884,0.002641991,0.000005582704,0.00213229],"genre_scores_gemma":[0.9980183,0.0004577029,0.00005415599,0.0001368504,0.00001567086,0.000005360252,0.000956185,0.000002578161,0.0003532738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.992169,"threshold_uncertainty_score":0.2140435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918058988021127,"score_gpt":0.2731797651573371,"score_spread":0.2439991752771258,"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."}}