{"id":"W3205889267","doi":"10.3390/children8110948","title":"Outpatient Nephrotoxic Medication Prescription after Pediatric Intensive Care Acute Kidney Injury","year":2021,"lang":"en","type":"article","venue":"Children","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Alberta; McGill University; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medical prescription; Medicine; Acute kidney injury; Nephrotoxicity; Intensive care medicine; Intensive care; Emergency medicine; Medical emergency; Kidney; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001082842,0.0002158322,0.0002993093,0.0002274994,0.00008679988,0.0000372895,0.0001521899,0.0002182736,0.00114242],"category_scores_gemma":[0.001110438,0.0001931973,0.0001476946,0.0004558926,0.00008584234,0.0001660296,0.0002201968,0.0005267433,0.0004782846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500495,"about_ca_system_score_gemma":0.0008442073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001894822,"about_ca_topic_score_gemma":0.000001127339,"domain_scores_codex":[0.9979468,0.0001041455,0.0003392981,0.0005191138,0.0006968496,0.0003938148],"domain_scores_gemma":[0.9970841,0.00001669748,0.00009359153,0.0006862254,0.001471917,0.0006474579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005934623,0.0001461957,0.5327964,0.0001424613,0.0002890591,0.0001312315,0.002854984,8.067983e-8,0.003218231,0.00001335164,0.4564793,0.003335302],"study_design_scores_gemma":[0.002609246,0.0007902057,0.9580792,0.0001398227,0.0009349215,0.0002737,0.0006228767,0.0000298446,0.02121017,0.00004395598,0.01491094,0.0003551399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988667,0.0009871227,0.0001561564,0.005917546,0.0005127381,0.001313278,0.001139475,0.0001380073,0.001168638],"genre_scores_gemma":[0.9789308,0.0006068416,0.0006519135,0.01163413,0.001168323,0.00039224,0.004965568,0.00005913545,0.001591027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4415683,"threshold_uncertainty_score":0.9997707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005515906419025,"score_gpt":0.2930102649618373,"score_spread":0.2829551058976471,"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."}}