{"id":"W4362575034","doi":"10.1002/pdi.2448","title":"Teplizumab – preventative approaches to type 1 diabetes mellitus","year":2023,"lang":"en","type":"article","venue":"Practical Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Type 1 diabetes; Diabetes mellitus; Pancreas; Artificial pancreas; Insulin; Intensive care medicine; Immune system; Immunology; Internal medicine; Endocrinology","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":[0.0004485349,0.000323401,0.000483155,0.0006788261,0.0001226561,0.0004943424,0.000383016,0.0005539039,0.003244015],"category_scores_gemma":[0.0006457729,0.0000839584,0.0003465153,0.0003088995,0.0002530396,0.0003581425,0.0003358787,0.001187215,0.0008606312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704423,"about_ca_system_score_gemma":0.0003653512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003770323,"about_ca_topic_score_gemma":0.0006580963,"domain_scores_codex":[0.9998257,0.00006433325,0.00002133947,0.00002190518,0.00004846519,0.00001827407],"domain_scores_gemma":[0.9997584,0.0001385416,0.00004073874,0.000006075113,0.00004111268,0.00001509193],"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":[0.0002349887,0.00008808003,0.0001587326,0.01011097,0.0001028947,0.0003641099,0.00005154191,0.0003433882,0.003623293,0.005717019,0.01631441,0.9628904],"study_design_scores_gemma":[0.0001638373,0.000662702,0.001604162,0.008166185,0.0001721757,0.002612485,0.00006719299,0.0002795152,0.002144664,0.004230428,0.9798778,0.00001889177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000743902,0.9955978,0.0002612201,0.0006927809,0.0006292823,0.000008510126,0.00001582698,0.000008888053,0.002041762],"genre_scores_gemma":[0.008254992,0.9880913,0.000440002,0.0008572891,0.0007646387,0.00001691799,0.00002968225,0.000002450265,0.001542601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003244015,"threshold_uncertainty_score":0.01085228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05886904840996309,"score_gpt":0.298603818847544,"score_spread":0.2397347704375809,"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."}}