{"id":"W3027330850","doi":"10.1016/j.hemonc.2020.04.008","title":"Chemotherapy readiness in pediatric oncology","year":2020,"lang":"en","type":"article","venue":"Hematology/Oncology and Stem Cell Therapy","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Alberta Children's Hospital","funders":"","keywords":"Urine; Dipstick; Urine specific gravity; Chemotherapy; Medicine; Refractometer; Gold standard (test); Urology; Internal medicine; Materials science","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":[0.0007291478,0.0001837155,0.0001741146,0.0008261049,0.0004429718,0.0005120619,0.0001830293,0.0001890323,0.001638997],"category_scores_gemma":[0.004627143,0.00009050312,0.0002213225,0.0009493776,0.0003695184,0.0004337454,0.000658564,0.0005595891,0.0001272331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760096,"about_ca_system_score_gemma":0.001164004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044288,"about_ca_topic_score_gemma":0.006836648,"domain_scores_codex":[0.99936,0.0002489356,0.0000666487,0.00004998255,0.0001212061,0.0001533104],"domain_scores_gemma":[0.9975142,0.0005730288,0.001270371,0.00005450263,0.0002364709,0.000351348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002837699,0.00002760009,0.9840821,0.00003724525,0.000006847755,0.0003212838,0.0003799106,0.00006827935,0.0001081629,0.0001170055,0.0004737463,0.01434954],"study_design_scores_gemma":[0.000002455836,0.000131963,0.9939893,0.00005157928,0.00001262258,0.001744366,0.001190419,0.0001195436,0.0002628917,0.0001118569,0.002378058,0.00000500426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915317,0.002896306,0.0003182046,0.0006841932,0.00003081233,0.00005996395,0.0003156223,0.00001581605,0.004147381],"genre_scores_gemma":[0.9983495,0.0009477451,0.0002366924,0.00008241909,0.00001314826,0.00002469948,0.0001618495,0.000002923407,0.0001810054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004044288,"threshold_uncertainty_score":0.008041501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443745007052626,"score_gpt":0.3267677309960837,"score_spread":0.2823932302908211,"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."}}