{"id":"W2559591136","doi":"10.1200/jco.2016.69.0958","title":"Outcome of Men With Relapse After Adjuvant Carboplatin for Clinical Stage I Seminoma","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Cancer Agency; Universitätsklinikum Köln; Rigshospitalet; Universitätsklinikum Tübingen; Monash University; University College Dublin; University of Warwick; Universitätsklinikum Hamburg-Eppendorf; Univerzita Komenského v Bratislave","keywords":"Medicine; Carboplatin; Seminoma; Stage (stratigraphy); Surgery; Orchiectomy; Retrospective cohort study; Chemotherapy; Radiation therapy; Internal medicine; Cisplatin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002186389,0.000143602,0.001900717,0.00004813936,0.00005100028,0.00001001338,0.0001962053,0.0003152003,0.00007692586],"category_scores_gemma":[0.007350628,0.00008280013,0.0008560556,0.00002083776,0.0003691743,0.00009356521,0.00006549201,0.0005020848,0.000006157863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005502962,"about_ca_system_score_gemma":0.0009625266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002203485,"about_ca_topic_score_gemma":0.00003172121,"domain_scores_codex":[0.9964249,0.0001674509,0.002718975,0.0002024777,0.0002972116,0.0001890208],"domain_scores_gemma":[0.9927362,0.002040333,0.003746448,0.0005009688,0.000458335,0.0005176878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01243663,0.002293914,0.9389463,0.00006924628,0.0008194561,0.002004534,0.00002374388,0.000001327924,0.000004603859,0.00003323265,0.0007991509,0.04256783],"study_design_scores_gemma":[0.02099882,0.02182641,0.9466133,0.0001706684,0.001831874,0.0001418752,0.00005886513,0.0000810686,0.00001199049,0.00007832596,0.008108218,0.00007865544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994002,0.0008376754,0.0001313385,0.00216296,0.0005768055,0.0003679687,0.00003144797,0.000005110165,0.001884701],"genre_scores_gemma":[0.98943,0.0001996979,0.008015378,0.0004859668,0.000680046,0.000009820982,0.000002617932,0.00002109865,0.001155387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04248917,"threshold_uncertainty_score":0.8799919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2213765387791606,"score_gpt":0.5470195915661841,"score_spread":0.3256430527870234,"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."}}