{"id":"W2943866617","doi":"","title":"Maternal and neonatal risk factors for type 1 diabetes mellitus among children in Newfoundland and Labrador","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Logistic regression; Type 1 diabetes; Population; Demography; Birth weight; Pregnancy; Marital status; Pediatrics; Low birth weight; Diabetes mellitus; Obstetrics; Environmental health; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007416246,0.0003073514,0.0003828401,0.001314612,0.0009451043,0.0007484105,0.0007209329,0.0002946611,0.001302645],"category_scores_gemma":[0.00119973,0.0004589035,0.0003708583,0.001911147,0.0004210992,0.0003690981,0.0005813301,0.0004810615,0.000216263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005531698,"about_ca_system_score_gemma":0.002206949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7932617,"about_ca_topic_score_gemma":0.8739842,"domain_scores_codex":[0.9992023,0.000138923,0.00006726501,0.0001581145,0.0001817727,0.0002515559],"domain_scores_gemma":[0.9990615,0.0001092741,0.0004659581,0.00006394766,0.0001474344,0.0001518774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004921318,0.00003532625,0.9975528,0.00001047731,0.00003229499,0.0001800745,0.0002149978,0.00002351564,0.0001468878,0.00002115472,0.0003671007,0.001366099],"study_design_scores_gemma":[0.000004808156,0.00001761216,0.9993789,0.000008740423,0.00001158814,0.0001216822,0.0001799937,0.00002516549,0.00001704656,0.000002210304,0.0002299793,0.00000222961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960878,0.000606382,0.000089757,0.000108093,0.00000962251,0.00002532099,0.00201105,0.000006939049,0.001055045],"genre_scores_gemma":[0.9954791,0.0006570743,0.0003575388,0.0001455833,0.00001162519,0.00005385684,0.00194305,0.00000601992,0.001346191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2067383,"threshold_uncertainty_score":0.4159116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770091974688666,"score_gpt":0.2661895344498996,"score_spread":0.2484886147030129,"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."}}