{"id":"W4214537915","doi":"10.14740/wjon1446","title":"Survival Prognosis, Tumor Immune Landscape, and Immune Responses of PPP1R18 in Kidney Renal Clear Cell Carcinoma and Its Potentially Double Mechanisms","year":2022,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Microsatellite instability; Immunotherapy; Proportional hazards model; Renal cell carcinoma; Cancer research; Medicine; Gene; KEGG; Biology; Multivariate analysis; Computational biology; Oncology; Internal medicine; Gene expression; Transcriptome; Immunology; Genetics","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":[0.00152912,0.0001613223,0.0008209709,0.0005702125,0.0001166466,0.00001307591,0.0001586894,0.00005470506,0.0004839489],"category_scores_gemma":[0.00005822185,0.0001418918,0.0001283767,0.0004072834,0.00007907661,0.00008312547,0.0002207539,0.0005952946,7.479071e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247485,"about_ca_system_score_gemma":0.0007053186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007561187,"about_ca_topic_score_gemma":0.00005073137,"domain_scores_codex":[0.9979324,0.0003452011,0.0008587762,0.0002068198,0.0003750152,0.0002817959],"domain_scores_gemma":[0.9987439,0.0001182675,0.0006335636,0.0001246223,0.000176673,0.0002030011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07109843,0.003338757,0.1669891,0.0006943272,0.000394973,0.002645281,0.001872082,0.00005793775,0.7402458,0.002262273,0.002367108,0.008033943],"study_design_scores_gemma":[0.04952607,0.03372366,0.630492,0.0005626656,0.0009646268,0.004832258,0.003949801,0.0002174211,0.2281521,0.0003489491,0.0466377,0.0005927624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842433,0.009563849,0.000007593036,0.003807483,0.00037683,0.0003217824,0.00001684098,0.000006374622,0.00165595],"genre_scores_gemma":[0.9977934,0.0004496365,0.0008160099,0.0003021383,0.00008100807,0.00002656095,0.000004738852,0.00002561544,0.0005009355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5120937,"threshold_uncertainty_score":0.578618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966363375402019,"score_gpt":0.2753595933859428,"score_spread":0.2556959596319227,"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."}}