{"id":"W3016712946","doi":"10.1200/jco.20.00204","title":"Zero, Some Chemotherapy Game in Early-Stage Germ Cell Tumors","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Chemotherapy; Germ cell tumors; Oncology; Zero (linguistics); Germ cell; Cancer research; Internal medicine; Genetics; Biology","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":[0.002478278,0.0003728438,0.0007347112,0.0004389976,0.003524904,0.002749214,0.0009027864,0.03369844,0.005990759],"category_scores_gemma":[0.01401224,0.0003462241,0.0007648435,0.0003921836,0.002178408,0.003567021,0.0014624,0.02740693,0.002210055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372451,"about_ca_system_score_gemma":0.003589359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004458489,"about_ca_topic_score_gemma":0.01384239,"domain_scores_codex":[0.9986153,0.0005325134,0.000165994,0.0001328713,0.0003119058,0.0002414388],"domain_scores_gemma":[0.9958395,0.002523032,0.0001772234,0.00009764812,0.0003804888,0.0009822065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001301744,0.00008606434,0.001670825,0.00006905144,0.00001832685,0.006501306,0.0002590307,0.0002380293,0.0004494568,0.01106986,0.9551956,0.02431236],"study_design_scores_gemma":[0.0001945444,0.0001843339,0.002001556,0.0003627428,0.00004032742,0.008173259,0.000807054,0.0008875928,0.0003230703,0.03312996,0.9538283,0.00006725062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008146368,0.001332264,0.00008813181,0.9861782,0.007607704,0.000005689287,0.00002293281,0.00001059094,0.00393986],"genre_scores_gemma":[0.01063596,0.001326766,0.0002322817,0.9450346,0.03408079,0.00001877601,0.0000251039,0.00001939683,0.008626278],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03369844,"threshold_uncertainty_score":0.0244689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08904854548773826,"score_gpt":0.4281557592743471,"score_spread":0.3391072137866088,"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."}}