{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000856526,0.0002139284,0.0002182928,0.0002492068,0.0002020289,0.0000919047,0.001035976,0.0002205101,0.0001532285],"category_scores_gemma":[0.0003698891,0.0001162695,0.0003595851,0.0002313742,0.0003105365,0.000002345156,0.0003516721,0.0005109211,0.0003635876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170321,"about_ca_system_score_gemma":0.0005799599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001260806,"about_ca_topic_score_gemma":0.000002263376,"domain_scores_codex":[0.997745,0.0003081032,0.0002853263,0.0005064003,0.0008018904,0.000353328],"domain_scores_gemma":[0.9989176,0.00005791851,0.00006664557,0.0004567096,0.00031726,0.0001838141],"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":[0.000450193,0.0002323539,0.000001081632,0.001731003,0.002297687,0.0001054216,0.0000209584,0.0002071191,0.0004458757,0.002792765,0.4215069,0.5702087],"study_design_scores_gemma":[0.00008857443,0.00008356467,1.688948e-7,0.002100986,0.0000283621,0.00001036021,0.000004248569,0.001084736,0.00004257165,0.0001532186,0.9962565,0.000146745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006624405,0.9927958,0.000132817,0.0009397978,0.001282335,0.0004194155,0.0001793611,0.000009625705,0.004174621],"genre_scores_gemma":[0.0001983275,0.9871039,0.00002449564,0.0000795975,0.003581381,0.0001979625,0.0008152121,0.00003755631,0.007961531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5747496,"threshold_uncertainty_score":0.4741332,"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."}}