{"id":"W4362594902","doi":"10.1158/1538-7445.am2023-79","title":"Abstract 79: Study of tumor microenvironment of ovarian clear cell carcinoma","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Q & T Research; Université de Sherbrooke","funders":"","keywords":"Tumor microenvironment; Medicine; CD8; Immunotherapy; Carboplatin; Tissue microarray; Immune system; Cancer research; Chemotherapy; Oncology; Cancer; Internal medicine; Immunology; Cisplatin","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":[0.0001199223,0.0001134624,0.0001186653,0.0005421255,0.0001867147,0.0002534213,0.00009023718,0.0001353667,0.0006683688],"category_scores_gemma":[0.0001454053,0.00007451038,0.00009513699,0.0003139527,0.0001421598,0.0001757925,0.0002036362,0.0001006057,0.0001500035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508581,"about_ca_system_score_gemma":0.0001371583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00048317,"about_ca_topic_score_gemma":0.000455764,"domain_scores_codex":[0.9999311,0.000008563321,0.000005652178,0.00001928185,0.00002028076,0.00001518384],"domain_scores_gemma":[0.9999226,0.00001043271,0.00002201506,0.00000659743,0.00001840849,0.00001996213],"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":[0.0005460278,0.00005273784,0.2649677,0.0002177293,0.00004399702,0.001251779,0.0002075969,0.0001774582,0.7203133,0.0001119719,0.0001390161,0.0119708],"study_design_scores_gemma":[0.0000152053,0.0003550327,0.8890873,0.00001267026,0.00004823513,0.006629718,0.0005700376,0.002245061,0.09798548,0.000127579,0.00291569,0.000007982699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985856,0.0005767116,0.0003549921,0.00001168257,0.000002699373,0.000007996308,0.0001017186,0.000007514194,0.0003510756],"genre_scores_gemma":[0.9990218,0.0001895119,0.0004203391,0.00001010869,0.000005046846,0.000009023854,0.0001672062,0.000001953113,0.000175052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006683688,"threshold_uncertainty_score":0.002235949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0914925713484444,"score_gpt":0.3879860066697294,"score_spread":0.296493435321285,"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."}}