{"id":"W2114256982","doi":"10.1016/j.jcjd.2013.05.001","title":"Understanding Type 1 Diabetes: Etiology and Models","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Disease; Etiology; Type 1 diabetes; Identification (biology); Pathophysiology; Islet; Bioinformatics; Computational biology; Internal medicine; Endocrinology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001533652,0.00152604,0.00260855,0.003634496,0.000508485,0.001967532,0.001548586,0.001672868,0.003947787],"category_scores_gemma":[0.002069092,0.0004268706,0.0009938353,0.004694046,0.001066245,0.002262358,0.001291271,0.002686254,0.001268825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378547,"about_ca_system_score_gemma":0.005414796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01440452,"about_ca_topic_score_gemma":0.02426072,"domain_scores_codex":[0.9995993,0.00006420403,0.00006317501,0.00006336979,0.0001657358,0.00004427301],"domain_scores_gemma":[0.9989096,0.0005172461,0.0001505852,0.00002000114,0.0003167687,0.00008575733],"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":[0.0001170058,0.00008994144,0.0005654326,0.02966626,0.0001891643,0.0001558485,0.00008914684,0.0003203976,0.0003474664,0.005599513,0.0497631,0.9130967],"study_design_scores_gemma":[0.00003578229,0.00005130486,0.001460559,0.01688994,0.00041328,0.0006247365,0.0002103084,0.0001089225,0.000134383,0.004631266,0.9754057,0.00003374935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002775606,0.9991329,0.00003770294,0.0003636871,0.0001368662,0.00000194197,0.00001355886,0.000002141434,0.000283533],"genre_scores_gemma":[0.0001473595,0.9994035,0.00007964025,0.0001488084,0.0001008848,0.000002008246,0.00001170412,3.515975e-7,0.000105762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01440452,"threshold_uncertainty_score":0.0286414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891842398096002,"score_gpt":0.3017587576264947,"score_spread":0.1125745178168945,"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."}}