{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004002299,0.00009198301,0.0003266088,0.0001512452,0.0002085132,0.00002850983,0.0001434651,0.0000465999,0.00001465652],"category_scores_gemma":[0.0002715806,0.00006802447,0.00002377337,0.00008095589,0.0002725144,0.00004033442,0.0001773286,0.0001481041,0.00002224041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003273103,"about_ca_system_score_gemma":0.00007052784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436409,"about_ca_topic_score_gemma":0.00002375698,"domain_scores_codex":[0.9991711,0.00002399889,0.0001206206,0.000164406,0.0002039551,0.000315873],"domain_scores_gemma":[0.9992174,0.0000484779,0.0001311715,0.0004891505,0.00004767165,0.00006614653],"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":[0.0001573042,0.0001396068,0.1114029,0.001944319,0.0001462061,0.000005863824,0.001813833,0.000009161547,0.0006615103,0.002814448,0.03889037,0.8420145],"study_design_scores_gemma":[0.008068254,0.01272581,0.4347617,0.004123128,0.00009609402,0.000002449709,0.03836304,0.002817073,0.007914715,0.00129485,0.4891448,0.0006881072],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538524,0.006039835,0.000009464768,0.1259119,0.0001100867,0.0007519638,0.000003071067,0.0001229252,0.01319838],"genre_scores_gemma":[0.9893678,0.003158742,0.000245693,0.0002851915,0.00003207387,0.000008573534,0.000006091992,0.00001223392,0.006883628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8413264,"threshold_uncertainty_score":0.2773958,"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."}}