{"id":"W2611907477","doi":"10.25011/cim.v31i4.4786","title":"MANAGEMENT AND OUTCOME OF STAGE I SEMINOMA IN ONTARIO.","year":2008,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seminoma; Medicine; Testicular cancer; Radiation therapy; Stage (stratigraphy); Cancer registry; Cohort; Orchiectomy; Cancer; Population; Gynecology; Oncology; Internal medicine; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167669,0.0001644446,0.0001543634,0.00038351,0.001312353,0.000422278,0.0003886477,0.000261722,0.001317044],"category_scores_gemma":[0.0009516018,0.0001457543,0.0002811433,0.0008216845,0.0004734139,0.0002426272,0.0004645875,0.0002709127,0.0001281228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382407,"about_ca_system_score_gemma":0.01099488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8412619,"about_ca_topic_score_gemma":0.9344931,"domain_scores_codex":[0.9997105,0.00001737969,0.00001790902,0.00003460611,0.0001015736,0.0001181278],"domain_scores_gemma":[0.9991399,0.0000350897,0.0004009776,0.00001778078,0.0001885367,0.0002176388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000600159,0.00002644222,0.9942788,0.0000432374,0.00001275938,0.000250052,0.0006866754,0.00006990422,0.0002901755,0.00004115716,0.0006357505,0.003605104],"study_design_scores_gemma":[0.000006002235,0.00008854944,0.9979153,0.00001715231,0.0000106996,0.0002808281,0.0005458595,0.0000652556,0.00004856322,0.00001876215,0.0009993556,0.000003455519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957225,0.000514149,0.00005368887,0.0002852143,0.000007639009,0.00005087039,0.001691719,0.000005532278,0.001668702],"genre_scores_gemma":[0.9977791,0.0003403588,0.00007153458,0.0000903812,0.00000700345,0.00002115839,0.0009518127,0.000002034595,0.0007365666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587381,"threshold_uncertainty_score":0.3193458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2527916441014297,"score_gpt":0.3740712661551678,"score_spread":0.1212796220537382,"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."}}