{"id":"W2807664336","doi":"10.1155/2018/5697436","title":"Modeling Renal Disease “On the Fly”","year":2018,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Drosophila melanogaster; Biology; Function (biology); Detoxification (alternative medicine); Drosophila (subgenus); Malpighian tubule system; Renal function; Model organism; Kidney; Disease; Gene; Computational biology; Bioinformatics; Evolutionary biology; Genetics; Ecology; Pathology; Endocrinology; 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":[0.0002726878,0.0005891321,0.000517355,0.0006144356,0.0001237022,0.0006104073,0.0007052248,0.0009231001,0.003971649],"category_scores_gemma":[0.0003033292,0.0001620622,0.0004490367,0.0003506548,0.000265773,0.0005801307,0.0003819216,0.0006995252,0.001041902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964658,"about_ca_system_score_gemma":0.0004484278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445959,"about_ca_topic_score_gemma":0.002165049,"domain_scores_codex":[0.9999355,0.00001505817,0.000006023633,0.00001462718,0.00002327323,0.00000542525],"domain_scores_gemma":[0.9999259,0.00002699587,0.00001354022,0.000006689316,0.00001817409,0.000008719339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001392186,0.00006734132,0.001922026,0.009052183,0.000336268,0.001275336,0.0001054903,0.01422427,0.02482958,0.04907878,0.07299021,0.8259792],"study_design_scores_gemma":[0.00002694784,0.000113326,0.001770538,0.00141193,0.0002551844,0.003786743,0.00006650968,0.006276721,0.007852575,0.01130516,0.9670995,0.00003481116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008157614,0.9152647,0.05043552,0.003849689,0.001322365,0.0000920134,0.001319818,0.0006539492,0.01890435],"genre_scores_gemma":[0.05725546,0.8983932,0.0273156,0.001348512,0.0006801867,0.0001121638,0.001439698,0.00008977515,0.01336542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003971649,"threshold_uncertainty_score":0.01328647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659627871447561,"score_gpt":0.449629142855711,"score_spread":0.2836663557109549,"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."}}