{"id":"W1929365128","doi":"10.1093/annonc/mdu337.6","title":"Brain Metastases in Male Germ Cell Tumors (Gct): a Large Retrospective Analysis on Behalf of the Swenoteca and the G3 Consortium","year":2014,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Germ cell; Germ cell tumors; Oncology; Internal medicine; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007828268,0.0002515688,0.0004689812,0.0008489516,0.00054179,0.0008540832,0.0004225435,0.0004468362,0.001221173],"category_scores_gemma":[0.002659835,0.0003083351,0.000516132,0.002154891,0.0004285118,0.0005074133,0.0007074273,0.0004992273,0.0002211063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365607,"about_ca_system_score_gemma":0.0007180345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584344,"about_ca_topic_score_gemma":0.01598178,"domain_scores_codex":[0.9990507,0.0002428571,0.00009347311,0.0002561106,0.000222427,0.0001343344],"domain_scores_gemma":[0.9980487,0.0003729198,0.0007787998,0.000329985,0.0002007051,0.0002688468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001962658,0.00001154962,0.9965791,0.0000155153,0.0001776465,0.0002678637,0.00004874692,0.00006097958,0.0003330593,0.00005513813,0.0004921126,0.001762116],"study_design_scores_gemma":[0.00002898935,0.00004401195,0.9963271,0.00001803711,0.0002191279,0.001609808,0.0002734484,0.0002425705,0.0001589577,0.00009090158,0.0009792745,0.000007886268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968103,0.0007892632,0.00009637028,0.00009132303,0.000009366481,0.00001298723,0.001475768,0.000005859091,0.0007088647],"genre_scores_gemma":[0.9980274,0.0003071277,0.00006341258,0.00005697607,0.00002298847,0.00001036018,0.001407605,0.000009421655,0.00009467686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007584344,"threshold_uncertainty_score":0.01508039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980334238059176,"score_gpt":0.3306538310347342,"score_spread":0.3108504886541424,"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."}}