{"id":"W2947059980","doi":"10.1200/jco.2019.37.15_suppl.10023","title":"Outcome of children with malignant germ cell tumors by response status at the end of induction chemotherapy.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Induction chemotherapy; Etoposide; Chemotherapy; Germ cell tumors; Bleomycin; Cisplatin; Internal medicine; Oncology; Complete response; Surgery","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":[0.0006525683,0.000242593,0.0003484592,0.0003660528,0.000204215,0.000374012,0.0002215587,0.0003295207,0.0009151079],"category_scores_gemma":[0.001905425,0.0001168485,0.0004679523,0.0004032981,0.0002587395,0.0003232759,0.0002744361,0.0004678768,0.0002010793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481768,"about_ca_system_score_gemma":0.0003155804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271394,"about_ca_topic_score_gemma":0.00154777,"domain_scores_codex":[0.9996467,0.00009618092,0.00003284779,0.00006425779,0.00007204826,0.0000878982],"domain_scores_gemma":[0.998333,0.0003615734,0.0008379483,0.00005463447,0.00008338735,0.0003293768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001767059,0.00005994686,0.9926927,0.00002154505,0.00006340351,0.0004156691,0.0000630447,0.0002063447,0.0003737661,0.0000256731,0.0002270043,0.00408377],"study_design_scores_gemma":[0.0001083818,0.001214469,0.9953879,0.00001323788,0.00005753471,0.002146607,0.00006087503,0.0002575168,0.0002074825,0.00003205097,0.0005085524,0.000005452015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984332,0.0006152317,0.00005223306,0.0000323618,0.000004848794,0.00001747341,0.0004214697,0.000003645389,0.0004196004],"genre_scores_gemma":[0.99874,0.0001038119,0.00003420922,0.00002090332,0.000006547794,0.00001708013,0.001007514,0.000002070596,0.00006788436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001271394,"threshold_uncertainty_score":0.004702806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04170634052687235,"score_gpt":0.4036773505452882,"score_spread":0.3619710100184159,"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."}}