{"id":"W2087128764","doi":"10.3389/fgene.2011.00098","title":"Interpreting Gene-Expression Profiles in Transplantation: A Critical Appraisal","year":2011,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Critical appraisal; Transplantation; Gene expression; Biology; Computational biology; Expression (computer science); Gene; Gene expression profiling; Genetics; Computer science; Medicine; Pathology; Internal medicine","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":[0.06235704,0.001484133,0.00411369,0.005847845,0.0008851307,0.005610364,0.003851688,0.003082382,0.0009241038],"category_scores_gemma":[0.06091663,0.001079728,0.001613217,0.005121144,0.007965261,0.006136248,0.00181303,0.007827776,0.0008897383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526954,"about_ca_system_score_gemma":0.003297042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806907,"about_ca_topic_score_gemma":0.004275061,"domain_scores_codex":[0.9808068,0.009866923,0.003425531,0.001240593,0.004443093,0.0002170381],"domain_scores_gemma":[0.8638149,0.1003542,0.003896546,0.003849828,0.02713961,0.000944823],"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":[0.0007057656,0.0001342633,0.00974982,0.03220375,0.001426108,0.003403513,0.004163798,0.003355553,0.01857387,0.02044392,0.07159338,0.8342463],"study_design_scores_gemma":[0.0001410031,0.0009107678,0.0339101,0.03103651,0.002237733,0.01114568,0.005330673,0.008531859,0.01522642,0.07888338,0.8120211,0.0006247333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002716583,0.9270452,0.02849765,0.03412307,0.006093938,0.0001191696,0.0001062033,0.0001172393,0.001180968],"genre_scores_gemma":[0.03718534,0.8664607,0.05507296,0.01692903,0.02259344,0.0002080464,0.0001240492,0.0001826282,0.001243832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06235704,"threshold_uncertainty_score":0.3297795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157888663860975,"score_gpt":0.2673272413200447,"score_spread":0.2557483546814349,"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."}}