{"id":"W1520577363","doi":"10.1002/cncr.27539","title":"Utility of serum tumor markers during surveillance for stage I seminoma","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Seminoma; Tumor marker; Stage (stratigraphy); Internal medicine; Human chorionic gonadotropin; Lactate dehydrogenase; Gastroenterology; Pathology; Cancer; Chemotherapy; Hormone","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":[0.001373592,0.0002577325,0.000447977,0.0008811908,0.0001910874,0.0006251915,0.0002897338,0.0002602621,0.0003107906],"category_scores_gemma":[0.007395232,0.0001082102,0.0002193011,0.0006761415,0.0001974729,0.0003333894,0.0002135886,0.0003891028,0.00006863002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810788,"about_ca_system_score_gemma":0.0003184294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527953,"about_ca_topic_score_gemma":0.00241454,"domain_scores_codex":[0.9993275,0.0002851582,0.0001044487,0.00009402596,0.000124474,0.00006430526],"domain_scores_gemma":[0.9953871,0.001650032,0.001957678,0.000124676,0.0004953759,0.0003851574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004499409,0.00002616779,0.9892176,0.00002277623,0.00002233923,0.0001190764,0.00006416648,0.000149524,0.0005085782,0.00000575146,0.00009443104,0.009319605],"study_design_scores_gemma":[0.00002959319,0.001408836,0.9919292,0.00004612256,0.0001228221,0.001786295,0.0001525143,0.002070728,0.00197385,0.00002643433,0.0004429301,0.00001055876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982534,0.00112508,0.0001330224,0.00004458686,0.000006299024,0.000008117455,0.0001132241,0.00001321303,0.000303125],"genre_scores_gemma":[0.9995058,0.0001353531,0.0001839623,0.00001262439,0.000009125192,0.000003873933,0.0001252794,0.000001629532,0.00002238889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001527953,"threshold_uncertainty_score":0.007264316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022592893288799,"score_gpt":0.3123996053539666,"score_spread":0.2898067120651676,"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."}}