{"id":"W2962876627","doi":"10.5489/cuaj.5802","title":"Early experience with chemotherapy intensification for poor prognosis metastatic germ cell cancer and unfavorable tumor marker decline","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Chemotherapy; Medicine; Oncology; Germ cell tumors; Cancer; Internal medicine; Germ cell; Tumor marker; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009553655,0.0001230108,0.000247954,0.000129519,0.0001882343,0.0002898735,0.0001721123,0.000136775,0.0009902022],"category_scores_gemma":[0.001349878,0.0000665147,0.000254873,0.0002860861,0.0001604358,0.000283665,0.0003648993,0.0003405378,0.00009011388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004203582,"about_ca_system_score_gemma":0.000343585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004572869,"about_ca_topic_score_gemma":0.001490455,"domain_scores_codex":[0.9997502,0.0001190676,0.00002537885,0.00003101322,0.00003243077,0.0000418914],"domain_scores_gemma":[0.9992282,0.0002304683,0.0002753981,0.00004290231,0.00004405327,0.0001789752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005802908,0.0007039578,0.8174942,0.0003015168,0.0002239709,0.00156135,0.0004461138,0.001299161,0.005692219,0.0001722806,0.001186707,0.1651156],"study_design_scores_gemma":[0.001565538,0.0160122,0.9544003,0.0001410208,0.0003345389,0.01038368,0.0002491988,0.001271994,0.004841169,0.000171605,0.01061148,0.00001718936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972751,0.001341588,0.000211732,0.0001406444,0.000004527653,0.0000369316,0.00005172506,0.000007615184,0.0009301854],"genre_scores_gemma":[0.9983692,0.000580043,0.0004340075,0.0001908413,0.00002822288,0.00002151183,0.0002313772,0.000003008293,0.0001418857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009902022,"threshold_uncertainty_score":0.005052507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222335620978494,"score_gpt":0.2498646492810499,"score_spread":0.237641293071265,"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."}}