{"id":"W4281711802","doi":"10.3390/curroncol29060312","title":"Trop-2 in Upper Tract Urothelial Carcinoma","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphovascular invasion; Immunohistochemistry; Urothelial carcinoma; Oncology; Overall survival; Internal medicine; Cancer; Cancer research; Metastasis; Bladder cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001218309,0.0001262829,0.0003116458,0.0001566584,0.00008138953,0.000003584139,0.00008474651,0.00004584802,0.002481672],"category_scores_gemma":[0.00001861026,0.0001153346,0.00010307,0.0001828881,0.00004434525,0.00002861951,0.00007057379,0.0004350781,0.00005753645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007467488,"about_ca_system_score_gemma":0.0005052279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008219036,"about_ca_topic_score_gemma":0.00001908871,"domain_scores_codex":[0.998879,0.0001378218,0.0002241928,0.0002706208,0.0001972025,0.0002912233],"domain_scores_gemma":[0.9996058,0.00004075885,0.00004789127,0.0001832436,0.00002162301,0.0001007091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00101308,0.003854206,0.7824285,0.00004160604,0.00003106529,0.0004564631,0.001268335,0.00000815414,0.0006161453,0.0003008636,0.005958185,0.2040234],"study_design_scores_gemma":[0.007256602,0.003001313,0.2900111,0.000008835245,0.00007782209,0.0002826132,0.0003032695,0.00006589955,0.0001802221,0.0001475585,0.6985468,0.0001179187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800158,0.002506449,0.00001181639,0.001737989,0.002015199,0.0005507718,0.00005631784,0.00003866129,0.01306699],"genre_scores_gemma":[0.9982086,0.0000683758,0.00004509878,0.0004082405,0.0003325695,0.0003352706,0.00006285647,0.00002104603,0.0005179724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6925886,"threshold_uncertainty_score":0.9984302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0884586427932337,"score_gpt":0.3923498719673476,"score_spread":0.3038912291741138,"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."}}