{"id":"W2136454112","doi":"10.1002/tre.354","title":"Diagnosis and management of testicular cancers","year":2013,"lang":"en","type":"article","venue":"Trends in Urology & Men s Health","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Testicular cancer; Medicine; Disease; Chemotherapy; Oncology; Internal medicine; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.00006613071,0.00009595388,0.0002657247,0.0001367347,0.00002420391,0.00000218691,0.00003200056,0.00003792082,0.0002946656],"category_scores_gemma":[0.000007366943,0.00007888095,0.00003004744,0.0001688824,0.00007093373,0.00002169817,0.00002835844,0.00005987807,0.00001295802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009773527,"about_ca_system_score_gemma":0.00004643845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519121,"about_ca_topic_score_gemma":0.00006427273,"domain_scores_codex":[0.9992185,0.00004004949,0.0002063873,0.0002027994,0.00009214928,0.0002401064],"domain_scores_gemma":[0.9995195,0.00003600563,0.00007347231,0.0001855979,0.00001586424,0.0001696212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003734912,0.0003155319,0.7108603,0.0002027923,0.0001511062,0.0001102305,0.0001133195,0.00001193001,0.000002546579,0.0003005514,0.002451184,0.2854432],"study_design_scores_gemma":[0.001839915,0.000647505,0.9959148,0.00005486084,0.0001322767,0.00001810481,0.00003924099,0.0002169255,0.000005629464,0.0001441273,0.0009401227,0.00004656026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769212,0.01272761,0.00000723662,0.006627789,0.00004531793,0.0004625066,0.00001259893,0.00002849072,0.003167248],"genre_scores_gemma":[0.9945335,0.003098029,0.001128368,0.000814127,0.00001031369,0.0002150999,0.00002433809,0.000009883161,0.0001663734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853967,"threshold_uncertainty_score":0.3808174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303029087690108,"score_gpt":0.3352791462425079,"score_spread":0.3122488553656069,"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."}}