{"id":"W4401289840","doi":"10.1002/path.6329","title":"The unique metabolome of clear cell ovarian carcinoma","year":2024,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; BC Children's Hospital; BC Cancer Agency; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Metabolome; Ovarian carcinoma; Carcinoma; Medicine; Metabolomics; Computational biology; Ovarian cancer; Biology; Bioinformatics; Pathology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001102434,0.0001796331,0.0003456802,0.0005405742,0.0002012097,0.0004169955,0.00007489142,0.00017834,0.00107445],"category_scores_gemma":[0.000306103,0.00009770897,0.0002028324,0.0006647225,0.0001248739,0.0001645146,0.0004306714,0.000163008,0.0002164598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457875,"about_ca_system_score_gemma":0.0001721426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609602,"about_ca_topic_score_gemma":0.002378222,"domain_scores_codex":[0.9999163,0.00001440455,0.000007129798,0.00002510031,0.0000223263,0.00001472248],"domain_scores_gemma":[0.9999156,0.00001412189,0.00002284262,0.000009100127,0.00002372456,0.0000146163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001716936,0.0000318435,0.1473901,0.0004883177,0.0002777825,0.0009302367,0.0004592536,0.0004959495,0.7952595,0.0003067889,0.001356709,0.05128655],"study_design_scores_gemma":[0.00003402408,0.0003776274,0.9318632,0.00005322614,0.0001922818,0.003531714,0.0006944868,0.001440222,0.04564095,0.001160653,0.01496203,0.00004950654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868125,0.004888482,0.001684506,0.0003402334,0.00002662136,0.00002672357,0.00470379,0.00004691806,0.0014702],"genre_scores_gemma":[0.9886681,0.002863832,0.002193392,0.0002604659,0.00003766816,0.00003255347,0.004796834,0.00002957358,0.001117502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001609602,"threshold_uncertainty_score":0.003594458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00823172038802412,"score_gpt":0.2473736716655737,"score_spread":0.2391419512775496,"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."}}