{"id":"W2737184645","doi":"","title":"Health Need, Demand, and Cost Burden of Type 1 Diabetes Health Technologies on Families","year":2017,"lang":"en","type":"article","venue":"TSpace","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Cambridge; University of Toronto; Canadian Nurses Foundation","keywords":"Type 2 diabetes; Environmental health; Business; Medicine; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444817,0.0001174747,0.0002746416,0.0006740427,0.001704317,0.001686044,0.0004265649,0.0003793717,0.004238243],"category_scores_gemma":[0.008178505,0.0002523142,0.0003351184,0.001259497,0.0005280949,0.0009355739,0.0009250129,0.0004208064,0.0001560675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009958209,"about_ca_system_score_gemma":0.008333532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3611162,"about_ca_topic_score_gemma":0.4962822,"domain_scores_codex":[0.9978897,0.0007978804,0.0001172327,0.0001655879,0.0005525376,0.0004770572],"domain_scores_gemma":[0.9971189,0.001237058,0.0005714635,0.00006400381,0.000551473,0.000457127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910643,0.000165332,0.907312,0.0003413536,0.0001018559,0.00109232,0.03839381,0.000697179,0.000385044,0.002057709,0.00428398,0.04497844],"study_design_scores_gemma":[0.00001474824,0.0001954983,0.9105355,0.0002698195,0.00005706315,0.0003703376,0.08203349,0.0009570303,0.00008265713,0.0005265733,0.004929744,0.00002751038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919151,0.0003367987,0.00006994564,0.001606571,0.000006072183,0.00003949217,0.0005764664,0.000001666223,0.005447895],"genre_scores_gemma":[0.9984204,0.0005070778,0.0002167394,0.00009879897,0.000007904841,0.0000580704,0.0001490594,0.000001280747,0.0005407805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3611162,"threshold_uncertainty_score":0.7180286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04442987145646486,"score_gpt":0.3917879342742197,"score_spread":0.3473580628177548,"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."}}