{"id":"W3118539023","doi":"10.1097/cm9.0000000000001321","title":"A long and winding road to understand latent autoimmune diabetes in adults","year":2021,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Medicine; Diabetes mellitus; Autoimmune diabetes; Type 2 diabetes; Type 1 diabetes; Disease; Immunology; Autoimmunity; Phenotype; Pathogenesis; Clinical phenotype; Bioinformatics; Internal medicine; Endocrinology; Biology; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003397808,0.0001134017,0.0001710822,0.00004813233,0.00007279385,0.00005422954,0.0001087659,0.0001290239,0.0000810628],"category_scores_gemma":[0.0007354121,0.00008836929,0.00006092426,0.0001587433,0.00004041583,0.000004926344,0.0001311816,0.0002337125,0.000002754027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000215979,"about_ca_system_score_gemma":0.0001256248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006386646,"about_ca_topic_score_gemma":0.0001383099,"domain_scores_codex":[0.9990007,0.00006147697,0.000219352,0.0001887553,0.0002417732,0.0002879773],"domain_scores_gemma":[0.9995264,0.00001598529,0.00004582435,0.00008808207,0.00004660938,0.0002770827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005059203,0.0001878134,0.927889,0.00003942816,0.0001202855,0.0002597467,0.0003904485,0.00004391476,0.01961461,0.00001077777,0.0007965298,0.05059684],"study_design_scores_gemma":[0.002891224,0.0001880722,0.9927225,0.0004974483,0.00001344055,0.00007872659,0.000552883,0.0005705874,0.001166368,0.0004417461,0.0006127497,0.0002642946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931154,0.00377171,0.00009649857,0.002516257,0.0002004131,0.00004377819,0.000002506071,0.000004116314,0.0002493132],"genre_scores_gemma":[0.9981474,0.0006428708,0.00005740301,0.0008493463,0.0001665924,0.00000152387,0.00001941595,0.00001194339,0.0001035012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06483345,"threshold_uncertainty_score":0.3603595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004392044839790251,"score_gpt":0.2361413902270823,"score_spread":0.2317493453872921,"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."}}