{"id":"W2125181296","doi":"10.1158/1078-0432.ccr-10-1434","title":"Urine Metabolite Analysis Offers Potential Early Diagnosis of Ovarian and Breast Cancers","year":2010,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"Metabolistics (Canada); University of Alberta","funders":"","keywords":"Urine; Metabolite; Medicine; Breast cancer; Internal medicine; Oncology; Cancer","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":[0.0003249184,0.0004270216,0.0004093692,0.001406263,0.0001915845,0.0004889892,0.0001621089,0.0003899647,0.00146401],"category_scores_gemma":[0.001098503,0.0001381011,0.0001757362,0.0006375171,0.0002559728,0.0002659553,0.0002759031,0.0003468624,0.0002945415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893767,"about_ca_system_score_gemma":0.0003010701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005415856,"about_ca_topic_score_gemma":0.001182824,"domain_scores_codex":[0.9998467,0.00005421895,0.00001031931,0.00003315318,0.00003559987,0.00001995605],"domain_scores_gemma":[0.9996021,0.0001471532,0.0001136353,0.00001916651,0.00006221676,0.0000557003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004327022,0.0002971516,0.4148463,0.0006715133,0.000167448,0.0007351316,0.00008688466,0.0005794921,0.3937826,0.0005159736,0.001060735,0.1829298],"study_design_scores_gemma":[0.0001069929,0.0018441,0.6036283,0.0001237619,0.0003906526,0.00431837,0.0002165439,0.004219067,0.3718244,0.001788106,0.01146308,0.00007666133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486194,0.02622178,0.01657451,0.000907352,0.0001266805,0.00008789079,0.002573811,0.0004800924,0.004408475],"genre_scores_gemma":[0.9839643,0.004049714,0.01045001,0.0002130194,0.00007106245,0.00002385066,0.000461273,0.00002225164,0.0007444516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146401,"threshold_uncertainty_score":0.004897594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471323739682425,"score_gpt":0.4264624558984703,"score_spread":0.3793300819302278,"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."}}