{"id":"W2405584784","doi":"10.1159/000457468","title":"Comparison of Methods forPrediction of Nephrotoxicityduring Development","year":2017,"lang":"en","type":"article","venue":"Developmental Pharmacology and Therapeutics","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Nephrotoxicity; Medicine; Internal medicine; Kidney","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":[0.0003496844,0.0001219038,0.0002669934,0.00009200411,0.0005145921,0.0000163644,0.0003382387,0.0000825564,0.00005146935],"category_scores_gemma":[0.00003821259,0.0001133076,0.00002849271,0.0000597653,0.000528652,0.00009652172,0.0001967905,0.0001804,0.000003805417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002391368,"about_ca_system_score_gemma":0.0000950479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002204194,"about_ca_topic_score_gemma":0.000001003256,"domain_scores_codex":[0.9988784,0.0001774876,0.0003499377,0.0002223594,0.000157883,0.0002139367],"domain_scores_gemma":[0.9992982,0.0002278841,0.0002730899,0.0001106736,0.00003238175,0.00005776969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001488436,0.0001640141,0.07493077,0.00004845205,0.00003260017,0.000003057187,0.0009128587,0.000002760669,0.8916869,0.0001658778,0.000009499529,0.03189439],"study_design_scores_gemma":[0.0005669697,0.00008892684,0.054545,0.00001329943,0.00001658271,0.0000222141,0.000088849,0.0006218082,0.9407436,0.0001027502,0.003093774,0.00009621348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973311,0.00005651196,0.0008581242,0.0001010238,0.0001388758,0.0003208024,0.000001951456,0.00001813392,0.001173481],"genre_scores_gemma":[0.9941288,0.0001155495,0.005335798,0.0002844666,0.00001566958,0.00002650962,5.463188e-7,0.00001088702,0.00008179176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04905674,"threshold_uncertainty_score":0.462055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2045519171368504,"score_gpt":0.4913852720408276,"score_spread":0.2868333549039772,"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."}}