{"id":"W7132654623","doi":"","title":"Shanghai Sixth People's Hospital: Challenges in Diabetes Care Equalization","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Diabetes mellitus; Equalization (audio); Primary care; MEDLINE; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004960426,0.0005107477,0.0003823575,0.00202025,0.008875763,0.01393701,0.001238532,0.003346628,0.03483155],"category_scores_gemma":[0.007622923,0.0003825752,0.0005719684,0.003594977,0.00411112,0.003558172,0.005250111,0.003390563,0.004234144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01896485,"about_ca_system_score_gemma":0.09345525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1554673,"about_ca_topic_score_gemma":0.2617788,"domain_scores_codex":[0.9960758,0.001212414,0.000204339,0.0002194772,0.0007331329,0.001554829],"domain_scores_gemma":[0.9821425,0.001662291,0.0008365396,0.0003066183,0.002415826,0.01263622],"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":[0.00009625214,0.0001816617,0.04874234,0.0004113235,0.00003669049,0.0008710019,0.01063483,0.0005575177,0.0001792034,0.1182285,0.7342359,0.08582492],"study_design_scores_gemma":[0.0001544418,0.0001523903,0.09416096,0.001308762,0.0000639649,0.0004222098,0.08075464,0.0009293113,0.0004233668,0.026489,0.7949925,0.000148587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06780627,0.01072762,0.0008458161,0.755338,0.009446263,0.00008026631,0.001342007,0.0002388871,0.1541749],"genre_scores_gemma":[0.7122847,0.01367896,0.003720654,0.06653124,0.00404389,0.0002088567,0.001979377,0.000138723,0.1974136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1554673,"threshold_uncertainty_score":0.3091248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975661615357893,"score_gpt":0.2533579364506183,"score_spread":0.2336013202970394,"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."}}