{"id":"W2974306329","doi":"10.1016/j.jcjd.2019.07.066","title":"57 - Revision of Alberta’s Insulin Pump Criteria: Process, Rationale and Framework for Evaluation","year":2019,"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; Multidisciplinary approach; Insulin pump; Advisory committee; Process (computing); Insulin; Type 1 diabetes; Intensive care medicine; Diabetes mellitus; Internal medicine; Management; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.155132,0.001492135,0.002042632,0.01308138,0.007087292,0.01509272,0.009843525,0.01007751,0.003740081],"category_scores_gemma":[0.2369436,0.001513641,0.004772075,0.007585726,0.007760723,0.003513782,0.006654858,0.009999839,0.002985963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05632106,"about_ca_system_score_gemma":0.2593297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4947452,"about_ca_topic_score_gemma":0.6163281,"domain_scores_codex":[0.8199819,0.03409889,0.02467682,0.003811724,0.1085056,0.00892492],"domain_scores_gemma":[0.6929202,0.06438623,0.007671016,0.006910881,0.2177969,0.01031468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006592073,0.0008607414,0.03978594,0.002261059,0.0002716291,0.001127525,0.007514405,0.004571449,0.002228927,0.1752252,0.4686128,0.296881],"study_design_scores_gemma":[0.0004946677,0.0008589771,0.07758556,0.01192978,0.0008193162,0.001774805,0.006456681,0.009258224,0.007299655,0.03750158,0.845171,0.0008496917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05433278,0.02470941,0.1762467,0.3659915,0.03131964,0.02034134,0.01196118,0.003486199,0.3116112],"genre_scores_gemma":[0.221654,0.0062432,0.5641795,0.1024967,0.003491711,0.009041474,0.01303296,0.0008388254,0.07902172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9436789,"threshold_uncertainty_score":0.9837309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527742665573428,"score_gpt":0.3256340343468187,"score_spread":0.3003566076910844,"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."}}