{"id":"W2802059636","doi":"10.1111/bju.14372","title":"Gene expression signatures prognostic for relapse in stage I testicular germ cell tumours","year":2018,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Seminoma; Stage (stratigraphy); Cancer research; Biology; Oncology; HMGA2; Gene; Internal medicine; Medicine; Pathology; Chemotherapy; microRNA; Genetics","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":[0.0001759449,0.0001613558,0.0003872105,0.0007772404,0.0001504493,0.0003920438,0.0001541745,0.000223411,0.0008538048],"category_scores_gemma":[0.00047723,0.00006409404,0.000279433,0.0007659033,0.0002245435,0.0001395189,0.0001754848,0.0001831279,0.000154075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041759,"about_ca_system_score_gemma":0.0002296989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006680988,"about_ca_topic_score_gemma":0.001188416,"domain_scores_codex":[0.9998817,0.00001737321,0.0000107555,0.00002942518,0.00002574092,0.00003491413],"domain_scores_gemma":[0.9997037,0.00006255018,0.0001265701,0.00001197273,0.00003708535,0.00005817488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000739111,0.00003517806,0.9728032,0.00007451075,0.00009486979,0.0003324425,0.0001283196,0.0002003678,0.01814974,0.00003414326,0.0002481223,0.007159915],"study_design_scores_gemma":[0.00001291171,0.0002268622,0.9955524,0.00001256857,0.00007509556,0.001033498,0.0002375646,0.0005012794,0.001878966,0.00006365855,0.0004003182,0.000004866417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99873,0.0005631198,0.00009550253,0.00002788979,0.000004245113,0.000005654095,0.0004106001,0.000007391573,0.0001555353],"genre_scores_gemma":[0.9989618,0.0001560671,0.0001539041,0.00001658347,0.000007297343,0.000005674132,0.0006042623,0.000002192485,0.00009221508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008538048,"threshold_uncertainty_score":0.002856255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004339944863633,"score_gpt":0.2608418662853841,"score_spread":0.2507984668367478,"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."}}