{"id":"W7115924723","doi":"10.15277/bjd.2025.496","title":"ABCD News","year":2025,"lang":"","type":"article","venue":"British Journal of Diabetes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"","keywords":"","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":[0.0009489562,0.001187509,0.0008874307,0.001907736,0.001191574,0.006146542,0.0009333871,0.004846472,0.4927641],"category_scores_gemma":[0.006364339,0.0005559174,0.0009257707,0.001342268,0.0006193352,0.001476817,0.001401895,0.004353823,0.41765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285317,"about_ca_system_score_gemma":0.001898348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004401874,"about_ca_topic_score_gemma":0.008721911,"domain_scores_codex":[0.9990133,0.00009561512,0.00005403094,0.0001121106,0.0005523036,0.0001725363],"domain_scores_gemma":[0.9970618,0.0004366104,0.0001934925,0.0001934353,0.0009133057,0.00120139],"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":[0.00003989661,0.00001851012,0.00007192617,0.00005018848,0.000002809762,0.00004400769,0.000003147643,0.000008791202,0.0000407269,0.0003607548,0.9777698,0.02158936],"study_design_scores_gemma":[0.00001920037,0.00001403813,0.0003710226,0.000062725,0.000003453466,0.00005116468,0.00001341139,0.00001208558,0.00003029485,0.0001954721,0.9992237,0.000003303079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006795556,0.01126247,0.0002597069,0.04523465,0.1521832,0.0001208738,0.002660045,0.000734342,0.7868651],"genre_scores_gemma":[0.00178238,0.004144141,0.0001758901,0.01665277,0.01539292,0.0000422618,0.001287754,0.0001657818,0.960356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4927641,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006832694158142717,"score_gpt":0.2401225593152873,"score_spread":0.2332898651571446,"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."}}