{"id":"W2805248164","doi":"10.1097/md.0000000000010826","title":"Screening key candidate genes and pathways involved in insulinoma by microarray analysis","year":2018,"lang":"en","type":"article","venue":"Medicine","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Insulinoma; Gene; Biology; Molecular biology; Genetics; Biochemistry; Pancreas","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":[],"consensus_categories":[],"category_scores_codex":[0.0003019641,0.0001942749,0.0005791358,0.0006647938,0.00007611407,0.00001131263,0.0001248576,0.00001570307,0.0002731295],"category_scores_gemma":[0.0003850489,0.0001442542,0.0000429577,0.001257114,0.0005568987,0.00009017564,0.00008852992,0.0002442964,0.00001172599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004070402,"about_ca_system_score_gemma":0.00004322344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519029,"about_ca_topic_score_gemma":0.001455181,"domain_scores_codex":[0.9982346,0.00008219174,0.0003644623,0.0004503119,0.000407955,0.0004604758],"domain_scores_gemma":[0.9990088,0.0001051631,0.00007943456,0.0003656765,0.0001116123,0.0003293208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004313806,0.00008315703,0.6105684,0.00008686771,0.0002223794,0.001473339,0.0005757246,0.000001566238,0.3727029,0.00001525799,0.004336458,0.009502589],"study_design_scores_gemma":[0.02202011,0.006584951,0.4592338,0.0008520357,0.001403323,0.0007998331,0.003639131,0.003760987,0.3515001,0.0002992822,0.1490224,0.0008841148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881852,0.005112408,0.0003513177,0.005142229,0.00005982538,0.0002945332,0.00001499526,0.00005247337,0.0007870327],"genre_scores_gemma":[0.9960783,0.0007785655,0.001126542,0.001087038,0.0002994908,0.00001228544,0.00008235132,0.00002425601,0.0005111744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513346,"threshold_uncertainty_score":0.5882516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840399042562238,"score_gpt":0.3091587929721828,"score_spread":0.2807548025465605,"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."}}