{"id":"W2135806829","doi":"10.3747/co.v15i4.213","title":"Contemporary Management of Stage I Testicular Seminoma: A Survey of Canadian Radiation Oncologists","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation; University of Ottawa; Ottawa Hospital","funders":"Canadian Urological Association","keywords":"Medicine; Seminoma; Orchiectomy; Radiation therapy; Adjuvant radiotherapy; Stage (stratigraphy); Adjuvant chemotherapy; General surgery; Chemotherapy; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007605181,0.0001351731,0.0002041543,0.001222291,0.001380633,0.0008184524,0.0006652717,0.0003948998,0.001679101],"category_scores_gemma":[0.003499022,0.0001718546,0.0002084859,0.00309647,0.0006025436,0.0003707816,0.0004681545,0.0004267903,0.0001726213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100316,"about_ca_system_score_gemma":0.01238337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9172028,"about_ca_topic_score_gemma":0.9444228,"domain_scores_codex":[0.9989169,0.00009003966,0.00006268505,0.00008229804,0.0006490656,0.0001990545],"domain_scores_gemma":[0.9964314,0.0002749136,0.001163497,0.00004218157,0.001348087,0.0007399641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008954891,0.00003881306,0.9582245,0.0001819141,0.00003568357,0.0002258944,0.003876489,0.0001186654,0.0004607741,0.0001838385,0.004880954,0.03168296],"study_design_scores_gemma":[0.000009093072,0.00006661627,0.9847877,0.0001094539,0.00001925124,0.0004048695,0.005372483,0.0001375508,0.00006804647,0.00002171663,0.008986659,0.00001652785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756308,0.008257902,0.0001284888,0.005788289,0.00003833,0.00004698883,0.001186572,0.00001928351,0.008903369],"genre_scores_gemma":[0.9912465,0.006235151,0.0002535396,0.00113146,0.00002533292,0.00001409815,0.0004118898,0.000005314315,0.0006767682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08279723,"threshold_uncertainty_score":0.1665697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536649827093234,"score_gpt":0.4043097878085382,"score_spread":0.1506448050992147,"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."}}