{"id":"W3150204614","doi":"10.1200/jco.20.03296","title":"Predicting Outcomes in Men With Metastatic Nonseminomatous Germ Cell Tumors (NSGCT): Results From the IGCCCG Update Consortium","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; University of Calgary; Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute; Movember Foundation","keywords":"Germ cell tumors; Etoposide; Medicine; Oncology; Internal medicine; Chemotherapy; Progression-free survival; Cisplatin; Clinical trial","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":[0.003086279,0.0004718638,0.0004404118,0.0007759394,0.0002204711,0.0007905411,0.0004953652,0.0003472544,0.0004439711],"category_scores_gemma":[0.007016492,0.0001608842,0.0005651843,0.001233091,0.0001948724,0.0004719761,0.0006720588,0.0003958402,0.0001465397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005766802,"about_ca_system_score_gemma":0.0007083346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205488,"about_ca_topic_score_gemma":0.02777172,"domain_scores_codex":[0.9993482,0.0002651998,0.00005312267,0.0001181102,0.0001705746,0.00004477475],"domain_scores_gemma":[0.9970138,0.0009594942,0.0007792847,0.0003180388,0.0006737711,0.000255509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003838982,0.00003706336,0.9794602,0.00004809056,0.0003168509,0.00002163188,0.00007470052,0.0008918587,0.00004926951,0.00003433222,0.001813158,0.01686878],"study_design_scores_gemma":[0.00009071655,0.000204722,0.9924489,0.00006492234,0.000566326,0.0001510236,0.0001017213,0.003816484,0.0001450957,0.00009262645,0.002302646,0.00001473184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856061,0.0049541,0.000722242,0.0004454762,0.00003433713,0.0000774383,0.006763707,0.00005755461,0.001339097],"genre_scores_gemma":[0.9846786,0.001534721,0.0006491816,0.0001100294,0.00005891806,0.00004155675,0.01265747,0.00001587654,0.0002537227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205488,"threshold_uncertainty_score":0.04085839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06655173729970275,"score_gpt":0.4109720866439836,"score_spread":0.3444203493442808,"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."}}