{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004297563,0.001368478,0.0009480548,0.004117667,0.00026291,0.0007160669,0.0007539759,0.000825418,0.00123292],"category_scores_gemma":[0.007762232,0.0003626712,0.0006912408,0.001638702,0.0003757331,0.0007569628,0.0006228841,0.000861624,0.0005181824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503747,"about_ca_system_score_gemma":0.0005560001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420752,"about_ca_topic_score_gemma":0.003178091,"domain_scores_codex":[0.9961333,0.001084649,0.0003370634,0.0005573955,0.001724053,0.0001635174],"domain_scores_gemma":[0.9894785,0.00423234,0.00269082,0.000670224,0.002565798,0.0003623582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003488498,0.0006372399,0.3320328,0.001910758,0.0008834498,0.0002514553,0.0004076576,0.006805164,0.2901583,0.000861901,0.001073515,0.3614892],"study_design_scores_gemma":[0.00009907941,0.006586848,0.5054892,0.000205905,0.0007911645,0.002347951,0.0003941451,0.03760168,0.435515,0.001145152,0.009462094,0.0003617917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6705952,0.04325782,0.2705376,0.0003229566,0.0004118413,0.001070564,0.004609432,0.002327764,0.00686678],"genre_scores_gemma":[0.7258223,0.0159378,0.2488029,0.0001353185,0.0001246632,0.001315289,0.003260383,0.0001756497,0.004425695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004297563,"threshold_uncertainty_score":0.02272797,"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."}}