{"id":"W2511787395","doi":"10.1016/j.jcjd.2016.05.002","title":"Environmental Risk Factors and Type 1 Diabetes: Past, Present, and Future","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Division of Materials Research; Canadian Institutes of Health Research","keywords":"Medicine; Environmental health; Disease; Diabetes mellitus; Type 2 diabetes; Incidence (geometry); Residence; Environmental pollution; Intensive care medicine; Demography; Internal medicine; Environmental protection; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001782339,0.0003630921,0.0007601027,0.0001586282,0.0001196245,0.00007562777,0.0002164775,0.0003905839,0.00005675487],"category_scores_gemma":[0.00004573024,0.0002476946,0.0002500503,0.00006471892,0.0001800425,0.00001090083,0.00004630728,0.0002507871,0.000004178503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004307605,"about_ca_system_score_gemma":0.0003204473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001709035,"about_ca_topic_score_gemma":0.00006865086,"domain_scores_codex":[0.9986654,0.0001353799,0.0003666663,0.000264103,0.0000983426,0.0004700944],"domain_scores_gemma":[0.9985864,0.00005369857,0.0005066994,0.0001811611,0.00003217585,0.0006398504],"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":[5.637673e-7,0.0000131645,0.1244816,0.0004690782,0.0008423242,0.000002187513,0.00002776338,1.061785e-7,0.0000319352,0.00000193016,0.009292181,0.8648372],"study_design_scores_gemma":[0.0002060524,0.0002458412,0.003496533,0.0007799644,0.0003944364,0.000001248241,0.00005552122,1.928399e-7,0.00002067631,0.00002252083,0.9944767,0.0003003187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1464166,0.8524604,1.225188e-7,0.00006907528,0.0003435937,0.0001212782,0.0005189023,0.000001499369,0.00006841931],"genre_scores_gemma":[0.007582801,0.9905074,0.00001161527,0.00004278022,0.001605997,0.000003143332,0.00009486959,0.00005378713,0.00009764268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9851845,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006368726243393931,"score_gpt":0.2108163015182565,"score_spread":0.2044475752748626,"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."}}