{"id":"W4411832790","doi":"10.15277/bjd.2025.484","title":"ABCD News","year":2025,"lang":"fr","type":"article","venue":"British Journal of Diabetes","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100703,0.001199602,0.0008320358,0.002042271,0.001237758,0.00638882,0.0009770264,0.004942777,0.5078204],"category_scores_gemma":[0.007126231,0.0005264801,0.0009743126,0.001294454,0.0006766417,0.001628783,0.001528226,0.004237187,0.434672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142221,"about_ca_system_score_gemma":0.002115586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005294896,"about_ca_topic_score_gemma":0.009833537,"domain_scores_codex":[0.9988512,0.0001032527,0.00005812937,0.0001322362,0.0006518913,0.0002033339],"domain_scores_gemma":[0.9969367,0.0004082819,0.0001935251,0.0002248071,0.001037241,0.001199499],"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":[0.00003150121,0.00001702263,0.00007043838,0.00004399748,0.000002515953,0.00004565369,0.000003485255,0.000008807572,0.00003881031,0.0004356061,0.9770658,0.02223634],"study_design_scores_gemma":[0.00001421234,0.00001196453,0.0003023507,0.00005296644,0.000002648527,0.00004702678,0.00001214721,0.00001102987,0.00002809048,0.0002049642,0.9993098,0.000002871896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000638532,0.009425401,0.0002774683,0.04270249,0.1362024,0.0001204206,0.002500101,0.0007628927,0.8073704],"genre_scores_gemma":[0.00158437,0.003186563,0.0001765669,0.014167,0.01327188,0.00003650272,0.001144314,0.0001707922,0.966262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4921796,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007230983137073514,"score_gpt":0.2417076095482693,"score_spread":0.2344766264111958,"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."}}