{"id":"W2156313369","doi":"10.2337/db11-1549","title":"Peripheral Blood Monocyte Gene Expression Profile Clinically Stratifies Patients With Recent-Onset Type 1 Diabetes","year":2012,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Diabetes mellitus; Monocyte; Glycemic; Type 2 diabetes; Biomarker; Internal medicine; Gene expression; Peripheral blood mononuclear cell; Immunology; Endocrinology; Oncology; Gene; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241424,0.0002777649,0.00042098,0.0004472195,0.0002072919,0.0004311286,0.0001286285,0.0003685555,0.0005909267],"category_scores_gemma":[0.0008796917,0.0001360507,0.0001612526,0.0004169124,0.0001737892,0.0001756931,0.0001959222,0.0003860662,0.0001502264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644167,"about_ca_system_score_gemma":0.00009851657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219719,"about_ca_topic_score_gemma":0.00224142,"domain_scores_codex":[0.9998397,0.00004580201,0.00001536874,0.00004043833,0.00002558814,0.00003306079],"domain_scores_gemma":[0.9995393,0.0001254809,0.0001669541,0.00002511575,0.00004914818,0.00009410096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005097528,0.00003016842,0.9838961,0.00001818435,0.00001995344,0.0002463643,0.000118319,0.00008318392,0.01073605,0.00001553839,0.0000769437,0.004249385],"study_design_scores_gemma":[0.00000608598,0.0001550056,0.9977288,0.000007156287,0.00001954901,0.0006724519,0.0001207854,0.0002397015,0.0008732338,0.00002609103,0.0001467709,0.000004398571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993388,0.0003124889,0.0001033212,0.00001853088,0.000002711905,0.000004099019,0.0001017938,0.000003545285,0.0001145564],"genre_scores_gemma":[0.9990447,0.0001690809,0.000393691,0.00003159671,0.00000911321,0.000007254184,0.0002135152,0.000002489164,0.0001284814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001219719,"threshold_uncertainty_score":0.002425194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887106350574772,"score_gpt":0.2311965348668556,"score_spread":0.2233094285162808,"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."}}