{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009512883,0.00008806419,0.0001813489,0.0006834255,0.0001207444,0.0002048799,0.00004317655,0.0001300235,0.0004886837],"category_scores_gemma":[0.0002343518,0.00006425131,0.0001206687,0.0005081308,0.0001238507,0.00007636935,0.0001219796,0.0001292524,0.0001210217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031365,"about_ca_system_score_gemma":0.0001414862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004471393,"about_ca_topic_score_gemma":0.0008512732,"domain_scores_codex":[0.9999069,0.00001290517,0.00001045764,0.00002046215,0.00003061187,0.00001860337],"domain_scores_gemma":[0.9998327,0.0000351069,0.00005568208,0.00001184498,0.00004120512,0.00002336098],"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":[0.0007766274,0.0000295871,0.1170414,0.0001199922,0.00002914239,0.0002940546,0.0001869302,0.0002242224,0.872366,0.00004616459,0.00008871453,0.008797208],"study_design_scores_gemma":[0.00002119992,0.0004372553,0.8984291,0.0000154204,0.00006771124,0.001455405,0.0004802062,0.001526651,0.09550343,0.000127245,0.001923434,0.00001292595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982662,0.0006199646,0.0003707529,0.00001739819,0.000003967582,0.00001291199,0.0004158369,0.000008919254,0.0002841225],"genre_scores_gemma":[0.9973171,0.0004305331,0.001054833,0.00002509236,0.000006596576,0.00003728272,0.0007141758,0.000003983929,0.0004104964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006834255,"threshold_uncertainty_score":0.001634836,"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."}}