{"id":"W2997361961","doi":"10.3233/kca-190077","title":"Individualization of Dose and Schedule Based On Toxicity for Oral VEGF Drugs in Kidney Cancer","year":2019,"lang":"en","type":"article","venue":"Kidney Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Dosing; Medicine; Toxicity; Vascular endothelial growth factor; Cancer; Drug; Tyrosine-kinase inhibitor; Adjuvant; Oncology; VEGF receptors; Pharmacology; Internal 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":[0.0001663322,0.0001655165,0.0003546718,0.0001605561,0.00002204567,0.000009339079,0.00005444589,0.0001005389,0.0007680557],"category_scores_gemma":[0.0001292727,0.0001382312,0.00006413238,0.000213062,0.00004210291,0.00006434341,0.00002059697,0.00009518905,0.000006059629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737146,"about_ca_system_score_gemma":0.0009133553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009301958,"about_ca_topic_score_gemma":0.00008222339,"domain_scores_codex":[0.9989151,0.00003634147,0.0002356766,0.0003144947,0.0002727167,0.0002256862],"domain_scores_gemma":[0.9991989,0.00004874368,0.0001107424,0.000238027,0.00009523347,0.0003083463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001899063,0.0004950278,0.9499784,0.001709897,0.0001282716,0.000005099275,0.001090071,0.0003672101,0.02862253,0.0001936663,0.007676043,0.00783477],"study_design_scores_gemma":[0.03093656,0.001908183,0.6586628,0.003857602,0.0004293854,0.000002616529,0.0001579899,0.01512761,0.2641253,0.0001440715,0.02411463,0.0005333173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935111,0.0004894471,0.00002676606,0.002641993,0.0002640242,0.001205896,0.0003502695,0.00001918995,0.001491267],"genre_scores_gemma":[0.9934726,0.0001044039,0.0005989817,0.004533871,0.00007822544,0.0002971302,0.0001334393,0.00003023525,0.0007511594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913156,"threshold_uncertainty_score":0.8409671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229485505792703,"score_gpt":0.3077115109704465,"score_spread":0.2847629603911762,"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."}}