{"id":"W3007462644","doi":"10.5430/jst.v10n1p18","title":"Advanced and metastatic renal cell carcinoma – Ain Shams Clinical Oncology Department Experience","year":2020,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal cell carcinoma; Internal medicine; Pathological; Retrospective cohort study; Clinical Oncology; Oncology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004226763,0.0002096112,0.0009487565,0.00008219643,0.00005049249,0.00001250223,0.0001254119,0.00005623193,0.0001092532],"category_scores_gemma":[0.0002380047,0.0001499734,0.0002623191,0.0001382441,0.0001589575,0.000128943,0.00006993136,0.0004418121,0.00002560419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800027,"about_ca_system_score_gemma":0.0004268081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003427733,"about_ca_topic_score_gemma":8.234685e-7,"domain_scores_codex":[0.997663,0.000177068,0.001165477,0.0002669976,0.0004381732,0.0002892662],"domain_scores_gemma":[0.9979456,0.0002096153,0.000683898,0.0001601515,0.0001628282,0.0008378805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02767342,0.007320608,0.462091,0.001260852,0.001593856,0.1696043,0.02800223,0.001588608,0.170662,0.0001185229,0.01848985,0.1115948],"study_design_scores_gemma":[0.04108668,0.09126258,0.5601824,0.0004890297,0.002520469,0.01919677,0.009297622,0.003284252,0.2398194,0.0002166053,0.03164744,0.0009967819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941942,0.001819265,0.000202676,0.002462552,0.0001711894,0.0002926196,0.000006385867,0.00001026379,0.0008408627],"genre_scores_gemma":[0.9902288,0.0001840407,0.007609526,0.001506687,0.0003196547,0.000009832762,0.000003320299,0.00002342415,0.0001147052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504075,"threshold_uncertainty_score":0.6115739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07104858903820346,"score_gpt":0.3699976359707924,"score_spread":0.2989490469325889,"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."}}