{"id":"W2122178864","doi":"10.1093/annonc/mds579","title":"Maintaining success, reducing treatment burden, focusing on survivorship: highlights from the third European consensus conference on diagnosis and treatment of germ-cell cancer","year":2012,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":322,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Survivorship curve; Consensus conference; Intensive care medicine; Cancer; Germ cell tumors; Oncology; Surgery; Internal medicine; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632441,0.0002416098,0.000545058,0.0000579791,0.00009676372,0.000009440692,0.000059151,0.00007248496,0.00007121365],"category_scores_gemma":[0.00007683978,0.000140264,0.0001308748,0.00006498353,0.0001762966,0.00002527951,0.0000212548,0.00005660018,0.00001006244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451492,"about_ca_system_score_gemma":0.0001753424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581503,"about_ca_topic_score_gemma":0.0004119448,"domain_scores_codex":[0.9985475,0.0003768156,0.0003222941,0.0002749732,0.0001602287,0.0003182183],"domain_scores_gemma":[0.9978865,0.001123687,0.0003566052,0.0003249049,0.0001089284,0.0001994147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002264478,0.00853534,0.6750366,0.00006842318,0.001823108,0.0005265801,0.007586663,0.0001314948,0.002196906,0.002226914,0.0006234888,0.29898],"study_design_scores_gemma":[0.008742749,0.02293744,0.8658149,0.001024028,0.001842972,0.0000294067,0.0009312879,0.00006754704,0.0820337,0.0001996627,0.01603066,0.0003456396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764953,0.008278212,7.245322e-7,0.009581733,0.0001627082,0.0004412261,0.0001074047,0.00001950956,0.004913211],"genre_scores_gemma":[0.9921667,0.006944109,0.00008533464,0.0002711383,0.0003232178,0.00005474157,0.00003207433,0.00002387029,0.00009881128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2986344,"threshold_uncertainty_score":0.9907387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455784737266902,"score_gpt":0.3828413065599136,"score_spread":0.2372628328332234,"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."}}