{"id":"W2056518154","doi":"10.1159/000096608","title":"Treatment Options, Prognostic Factors and Selection of Treatment in Stage I Seminoma","year":2006,"lang":"en","type":"review","venue":"Oncology Research and Treatment","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Seminoma; Medicine; Carboplatin; Adjuvant; Malignancy; Chemotherapy; Radiation therapy; Stage (stratigraphy); Adjuvant chemotherapy; Surgery; Population; Testicular cancer; Oncology; Internal medicine; Cisplatin; Cancer; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001171538,0.0006644693,0.002302889,0.0007701555,0.0001644461,0.00002931925,0.00004681177,0.0004082556,0.00005171574],"category_scores_gemma":[0.00005036132,0.000385516,0.000321995,0.0004344192,0.0003137598,0.00004482302,0.00004563539,0.000175939,0.00001224139],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005890249,"about_ca_system_score_gemma":0.002150129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004751297,"about_ca_topic_score_gemma":0.001854729,"domain_scores_codex":[0.9972982,0.0004294383,0.0005998533,0.000799893,0.0002429664,0.0006296956],"domain_scores_gemma":[0.9981467,0.0008398997,0.0002119714,0.000285821,0.0001050488,0.0004105588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001587294,0.008752787,0.1916919,0.001535339,0.001495418,0.0009853541,0.0001042536,4.306141e-7,0.000001891089,0.00008970363,0.00001549692,0.7951686],"study_design_scores_gemma":[0.01090484,0.09375663,0.07663499,0.002627877,0.006140841,0.0006986576,0.0002028417,0.00002668969,0.00002998409,0.00004773006,0.808499,0.0004299636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1220325,0.8725122,3.680655e-7,0.00003698542,0.00002594788,0.004475531,0.0003699198,0.00002956714,0.0005170046],"genre_scores_gemma":[0.0218833,0.970879,0.0002062437,0.000001018674,0.00006224265,0.002065248,0.001048844,0.00005264983,0.003801504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8084835,"threshold_uncertainty_score":0.9998597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1656302372075542,"score_gpt":0.4765729775732102,"score_spread":0.3109427403656561,"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."}}