{"id":"W2912691439","doi":"10.1111/dme.13912","title":"Association between HbA<sub>1c</sub> and the development of cystic fibrosis‐related diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Diabetes mellitus; Cystic fibrosis-related diabetes; Cystic fibrosis; Internal medicine; Endocrinology; Type 2 diabetes; Impaired glucose tolerance","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":[0.00219401,0.000228322,0.0009335106,0.000191754,0.00008960166,0.00001163454,0.0001576166,0.0001340802,0.0002226038],"category_scores_gemma":[0.003804421,0.0001381817,0.00006722975,0.0004527456,0.0004110693,0.00007098744,0.0001072225,0.0003428494,0.0001046922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948998,"about_ca_system_score_gemma":0.0001515605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008527893,"about_ca_topic_score_gemma":0.00000346407,"domain_scores_codex":[0.9970487,0.000195464,0.0008193368,0.0003383636,0.001088716,0.0005093633],"domain_scores_gemma":[0.9955473,0.003243851,0.0003451069,0.0003829764,0.0002501118,0.0002306292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002253333,0.00007099951,0.6705785,0.001210669,0.0008054626,0.000001917115,0.002517572,0.000004952562,0.2939976,0.000192479,0.001031214,0.02936329],"study_design_scores_gemma":[0.01215022,0.0007519224,0.8668311,0.002082853,0.0006672341,0.000002293994,0.0003806795,0.0006735595,0.1130207,0.001003315,0.002197078,0.0002390589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991616,0.002390621,0.00008954226,0.003451839,0.0001867231,0.001035622,0.000009755209,0.00004468276,0.001175189],"genre_scores_gemma":[0.9979764,0.00008215543,0.0009752687,0.0001452407,0.0001311936,0.00005236634,0.00009944752,0.00002965187,0.0005082776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1962526,"threshold_uncertainty_score":0.5634885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009383800072376445,"score_gpt":0.2612448199213869,"score_spread":0.2518610198490104,"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."}}