{"id":"W3179431877","doi":"10.1111/obr.13303","title":"Genetic syndromes with diabetes: A systematic review","year":2021,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; McMaster University; Impact; Queen's University","funders":"","keywords":"Diabetes mellitus; Medicine; Systematic review; MEDLINE; Etiology; Observational study; Intensive care medicine; Bioinformatics; Pathology; Biology; Endocrinology","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","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001044384,0.0008952661,0.01599541,0.0001573463,0.00008165285,0.00005326545,0.0002783322,0.0002637114,0.00107309],"category_scores_gemma":[0.001714929,0.0004934285,0.001868252,0.001031426,0.00007221332,0.00005297417,0.00008479912,0.0004962906,0.002851247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918573,"about_ca_system_score_gemma":0.000531442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001529813,"about_ca_topic_score_gemma":7.36966e-7,"domain_scores_codex":[0.995048,0.001154751,0.002051677,0.000778225,0.0004877836,0.000479556],"domain_scores_gemma":[0.995999,0.0003229409,0.001167558,0.001965207,0.0001685885,0.0003767033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[3.094435e-7,0.0001110364,0.00003780726,0.9395843,0.0005545837,0.00008955736,0.000003420259,2.386144e-9,4.290609e-8,0.000008052364,0.007777553,0.05183331],"study_design_scores_gemma":[0.00008332766,0.00007534729,0.000002137067,0.4987714,0.02381648,0.00031784,0.000001133736,2.511175e-7,6.704686e-8,4.524364e-7,0.4766858,0.0002458279],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002339191,0.9878041,0.00001377643,0.00003753024,0.0001298185,0.00997649,0.00001497181,0.00009520659,0.001925729],"genre_scores_gemma":[5.821601e-8,0.9887504,0.001077624,0.001806447,0.0001200661,0.002359451,0.0002133563,0.00009637067,0.005576219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4689082,"threshold_uncertainty_score":0.9998401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378307977025393,"score_gpt":0.3162053527524983,"score_spread":0.2624222729822444,"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."}}