{"id":"W4414243514","doi":"10.12968/indn.2025.9.6","title":"A historic moment in the treatment of type 1 diabetes","year":2025,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Type 1 diabetes; Moment (physics); Immunotherapy; Diabetes mellitus; Life saving","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":[0.005025798,0.0007587698,0.001046725,0.000648767,0.002592722,0.005344115,0.001125995,0.003790343,0.01052091],"category_scores_gemma":[0.008528757,0.000298227,0.0005776861,0.0005088928,0.006828264,0.005941475,0.002777926,0.02150389,0.003722676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210509,"about_ca_system_score_gemma":0.004363538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405367,"about_ca_topic_score_gemma":0.004040541,"domain_scores_codex":[0.9974577,0.0009889881,0.0001180173,0.0002647746,0.0009110264,0.0002594304],"domain_scores_gemma":[0.9948412,0.001784321,0.0003087741,0.0002431342,0.0008570306,0.00196544],"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":[0.000258625,0.0001114869,0.0004178048,0.0007653559,0.00004172033,0.0004350363,0.0008176582,0.00009049538,0.001066025,0.0419667,0.834771,0.119258],"study_design_scores_gemma":[0.00002454789,0.0001033763,0.0002701186,0.0006873804,0.00001327453,0.0005633727,0.0004746047,0.00002294169,0.0001773319,0.01132259,0.986324,0.00001650001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00110786,0.2433611,0.001558559,0.6026844,0.1315589,0.00001612926,0.0000663589,0.0001504609,0.01949632],"genre_scores_gemma":[0.03318476,0.2921368,0.004080245,0.4846349,0.12276,0.00007255732,0.000107307,0.0002503133,0.06277311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01052091,"threshold_uncertainty_score":0.03519595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00557352655542022,"score_gpt":0.2433238808179681,"score_spread":0.2377503542625479,"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."}}