{"id":"W4307216061","doi":"10.3390/curroncol29110633","title":"CircRNA-Based Cervical Cancer Prognosis Model, Immunological Validation and Drug Prediction","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Circular RNAs in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Competing endogenous RNA; microRNA; Immune system; Nomogram; Transcriptome; Medicine; CD8; Gene; Tumor microenvironment; Immunotherapy; Computational biology; Cancer research; Biology; Oncology; Bioinformatics; Gene expression; Immunology; RNA; Long non-coding RNA; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009274429,0.001188564,0.0009127859,0.002266861,0.000457151,0.001207888,0.0007675103,0.0007091772,0.002038521],"category_scores_gemma":[0.002129495,0.0002225498,0.00108301,0.0008177259,0.0003236123,0.0005142647,0.0004822743,0.0006862267,0.0003999458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223526,"about_ca_system_score_gemma":0.00174037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008386411,"about_ca_topic_score_gemma":0.006160228,"domain_scores_codex":[0.9996469,0.00006960619,0.00003558264,0.0001172796,0.00007708393,0.00005343197],"domain_scores_gemma":[0.9992737,0.0003493293,0.0001118927,0.0000330169,0.0001744907,0.00005751834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001077085,0.000556361,0.1484453,0.0005816793,0.0006030998,0.0007138471,0.00009324138,0.6500006,0.005887153,0.002548476,0.008596278,0.1808968],"study_design_scores_gemma":[0.00001719583,0.0001082244,0.003657697,0.00002267764,0.00009331213,0.000115005,0.00001643843,0.9931957,0.001011771,0.001065127,0.0006863959,0.00001043372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.647377,0.006334946,0.3240749,0.002488162,0.000237509,0.0006542485,0.008121226,0.002714288,0.007997804],"genre_scores_gemma":[0.9630107,0.0008034135,0.02939913,0.0001957278,0.00007219999,0.0003193784,0.004256876,0.00002827134,0.001914256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008386411,"threshold_uncertainty_score":0.01667517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05662285123595444,"score_gpt":0.3541747925416339,"score_spread":0.2975519413056795,"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."}}