{"id":"W2802382296","doi":"10.1002/cncr.31390","title":"Temporal trends in management and outcomes of testicular cancer: A population‐based study","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"National Institute on Deafness and Other Communication Disorders; National Institute of Mental Health; National Institutes of Health","keywords":"Medicine; Orchiectomy; Retroperitoneal lymph node dissection; Testicular cancer; Radiation therapy; Population; Cancer registry; Dissection (medical); Surgery; Chemotherapy; Cancer; Germ cell tumors; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006805076,0.0001329369,0.0001989072,0.0008957034,0.0004580735,0.0006300681,0.0005121256,0.0002574145,0.0008348277],"category_scores_gemma":[0.002371321,0.0001898493,0.000331722,0.002805344,0.0003656296,0.000527827,0.0004231645,0.0004095105,0.00009593192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677398,"about_ca_system_score_gemma":0.002324137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2933869,"about_ca_topic_score_gemma":0.350941,"domain_scores_codex":[0.9994023,0.00009383608,0.00006597529,0.0001443516,0.0001654639,0.0001280175],"domain_scores_gemma":[0.9976268,0.0002152883,0.001356757,0.0001119509,0.0004405439,0.0002487092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001867936,0.000007786673,0.9993374,0.000005101732,0.00002069882,0.00001456358,0.00006762434,0.00001880803,0.00002468688,0.000008409514,0.00008605464,0.0003901435],"study_design_scores_gemma":[0.000002077162,0.00001758881,0.9994901,0.000003529721,0.00001010651,0.00004278238,0.0001748197,0.00008024015,0.000009382192,0.000005907243,0.0001616993,0.000001746804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964393,0.0003659556,0.00008594512,0.000145721,0.000004981943,0.00002054659,0.002226422,0.000005541316,0.0007055576],"genre_scores_gemma":[0.99865,0.0001848773,0.00005272059,0.00002663895,0.000006302206,0.00001154705,0.0009996132,0.000001869284,0.00006645542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933869,"threshold_uncertainty_score":0.5833584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586296483633204,"score_gpt":0.3603662984477682,"score_spread":0.3345033336114361,"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."}}