{"id":"W4391577093","doi":"10.1080/08923973.2024.2315462","title":"What factors may affect the effect of ICI-combined therapy in patients with metastatic renal cell carcinoma? A meta-analysis","year":2024,"lang":"en","type":"article","venue":"Immunopharmacology and Immunotoxicology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; Meta-analysis; Internal medicine; Oncology; Randomized controlled trial; Clinical trial; Cancer; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007895092,0.0005157935,0.001989882,0.000688676,0.0001098393,0.00004893303,0.0002199299,0.000175003,0.0007740375],"category_scores_gemma":[0.00002038051,0.0002500963,0.000831202,0.0009880573,0.0004987596,0.0002147213,0.00008913183,0.0005991255,0.00001195172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137239,"about_ca_system_score_gemma":0.0001201686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001470601,"about_ca_topic_score_gemma":0.00001651264,"domain_scores_codex":[0.9966252,0.001444254,0.0006096269,0.0005640117,0.0002661773,0.000490727],"domain_scores_gemma":[0.9973425,0.001814285,0.0001984866,0.0004852728,0.00007941845,0.00008006147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02681421,0.001700712,0.4924107,0.0005638799,0.2677376,0.0007103925,0.002474761,0.0001702005,0.2054019,0.00004009214,0.0001368794,0.001838788],"study_design_scores_gemma":[0.01033262,0.02133004,0.6052368,0.00001303077,0.1222041,0.00002337082,0.0001129848,0.00006501014,0.240325,0.000009370791,0.0001242834,0.0002233717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942814,0.05394864,0.000004877309,0.0003779147,0.0003811063,0.002352201,0.00001689524,0.00003277262,0.00007161999],"genre_scores_gemma":[0.9982038,0.0005835367,0.00002428065,0.000203715,0.00001130409,0.0004928156,0.00008872319,0.00004347539,0.0003483425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455335,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534301645198,"score_gpt":0.300510361737777,"score_spread":0.275167345285797,"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."}}