{"id":"W2412952410","doi":"10.7748/paed2005.03.17.2.23.c968","title":"Cystic fibrosis-related diabetes: practice challenges","year":2005,"lang":"en","type":"review","venue":"Paediatric Care","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cystic fibrosis; Cystic fibrosis-related diabetes; Diabetes mellitus; Fibrosis; Medicine; Intensive care medicine; Diabetes management; Pathology; Type 2 diabetes; Internal medicine; Endocrinology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005095782,0.000848436,0.002870138,0.0007846127,0.0001297802,0.00007329479,0.0004530427,0.0007549552,0.0003554346],"category_scores_gemma":[0.006711429,0.0006819998,0.001120584,0.001283691,0.00013467,0.0002515467,0.0002908038,0.001553085,0.001918015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009962143,"about_ca_system_score_gemma":0.001567326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007902749,"about_ca_topic_score_gemma":0.00000591636,"domain_scores_codex":[0.9949562,0.0004890059,0.00113184,0.001100578,0.001272994,0.001049398],"domain_scores_gemma":[0.992985,0.004031159,0.0006271205,0.001162423,0.0005915612,0.000602713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000243755,0.00009936639,0.000002917904,0.06369778,0.0003236794,0.0001242647,0.0002104943,0.000001501217,2.957547e-7,0.00002733195,0.002067564,0.9334204],"study_design_scores_gemma":[0.0006650701,0.0004683057,0.0000123105,0.0114286,0.005513893,0.0002099872,0.0005813655,0.000007240987,3.243321e-7,0.000008023504,0.9805223,0.0005825288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001671723,0.9880641,0.000004000476,0.0003957246,0.0005592471,0.002203275,0.0002657631,0.0002968022,0.00820942],"genre_scores_gemma":[0.00002225827,0.9912195,0.004147925,0.00004963158,0.002306518,0.0004873301,0.0009147514,0.0002180434,0.0006340221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9784548,"threshold_uncertainty_score":0.9995631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122587378887957,"score_gpt":0.3605287628235735,"score_spread":0.329302889034694,"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."}}