{"id":"W4378834487","doi":"10.20944/preprints202305.2044.v1","title":"The Use of Salvage Chemotherapy for Patients with Relapsed Testicular Germ Cell Tumor (GCT) in Canada: A National Survey","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Centre Hospitalier de l’Université de Montréal; London Health Sciences Centre; University of Toronto; Western University; University of British Columbia; University Health Network; Dalhousie University; BC Cancer Agency; Princess Margaret Cancer Centre; University of Alberta; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Etoposide; Carboplatin; Medicine; Testicular cancer; Salvage therapy; Chemotherapy; Germ cell tumors; Regimen; Chemotherapy regimen; Cisplatin; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004880895,0.0001432573,0.0001998958,0.0008546017,0.001493072,0.0006993655,0.0006594336,0.0003339706,0.001547051],"category_scores_gemma":[0.001715143,0.0001872469,0.0002812251,0.002550573,0.0005284933,0.0003243932,0.0005293808,0.0004937775,0.000145449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01853541,"about_ca_system_score_gemma":0.02490573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853348,"about_ca_topic_score_gemma":0.9899055,"domain_scores_codex":[0.9992515,0.00005487919,0.00007979805,0.00008802414,0.0003338279,0.0001919962],"domain_scores_gemma":[0.996947,0.0002022437,0.0009020835,0.00004366459,0.001035711,0.0008693141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000315553,0.00002403056,0.9920226,0.0001014349,0.00002257594,0.00008146554,0.0008153126,0.0001115236,0.0001554842,0.00004689706,0.001447985,0.005139048],"study_design_scores_gemma":[0.000003525068,0.0000292262,0.9949715,0.00007180226,0.00001600953,0.0001519767,0.002447979,0.0002419488,0.00007626266,0.00001247557,0.001968484,0.000008730055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875655,0.001511583,0.000127074,0.00165072,0.00001330242,0.00006401351,0.006005347,0.00002178247,0.003040771],"genre_scores_gemma":[0.996574,0.001262934,0.0002408566,0.0004137635,0.000006136473,0.00001692639,0.001078336,0.000005043,0.0004020523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853541,"threshold_uncertainty_score":0.1344845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318394264951239,"score_gpt":0.3182512055322363,"score_spread":0.1864117790371124,"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."}}