{"id":"W2152197423","doi":"10.3892/ijo.2012.1533","title":"Cytokine gene expression signature in ovarian clear cell carcinoma","year":2012,"lang":"en","type":"article","venue":"International Journal of Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; Ministry of Health, Labour and Welfare","keywords":"Biology; Cytokine; Autocrine signalling; Cancer research; Cytotoxic T cell; Oncogene; Ovarian cancer; SOCS3; Tumor microenvironment; Immunology; Cancer; Signal transduction; STAT3; Cell cycle; Cell culture; Cell biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650111,0.00009035215,0.0002542994,0.0002327146,0.00001272365,0.000007516335,0.0001320527,0.0001272119,0.0004993232],"category_scores_gemma":[0.00004117972,0.00006815685,0.0001040245,0.00006309634,0.00002219432,0.0001352114,0.00003990613,0.0003007646,0.00002151335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006362195,"about_ca_system_score_gemma":0.0002118462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002395753,"about_ca_topic_score_gemma":0.000005063425,"domain_scores_codex":[0.9990181,0.00005828576,0.0003679294,0.00008667454,0.0003014358,0.0001675242],"domain_scores_gemma":[0.9992041,0.00008520634,0.0002631082,0.00008067198,0.0002199493,0.0001469605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003359782,0.004958452,0.7441593,0.00001922288,0.000231205,0.003964694,0.001454644,0.00007872355,0.2098255,0.0004830099,0.0118415,0.01962392],"study_design_scores_gemma":[0.01150366,0.002143505,0.6524169,0.0001198396,0.0001070353,0.002375928,0.0001651817,0.00001313152,0.2142469,0.0001270723,0.1166651,0.0001157424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982133,0.001502679,0.000176938,0.007523497,0.002197162,0.0001059741,0.000009786359,0.00000373267,0.006347233],"genre_scores_gemma":[0.9928476,0.0001703905,0.004253132,0.0009067939,0.001674141,0.000004709588,0.000008468332,0.00001188447,0.0001229019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048236,"threshold_uncertainty_score":0.5467239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052995670864294,"score_gpt":0.32114379764414,"score_spread":0.3006138409354971,"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."}}