{"id":"W2113292061","doi":"10.4155/bio.11.203","title":"Biomarker Analysis for Prostate Cancer Diagnosis Using LC–MS and CE–MS","year":2011,"lang":"en","type":"review","venue":"Bioanalysis","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Biomarker; Cancer; Prostate; Medicine; Oncology; Chromatography; Internal medicine; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032492,0.001309608,0.001418777,0.003992595,0.0002537598,0.0008991551,0.001045663,0.001326338,0.002231579],"category_scores_gemma":[0.0008743202,0.0004058178,0.0006245355,0.002911151,0.0004457414,0.001357178,0.0006063756,0.001298311,0.004082112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567399,"about_ca_system_score_gemma":0.0008433271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008227928,"about_ca_topic_score_gemma":0.001238053,"domain_scores_codex":[0.9995216,0.0000619073,0.00004164377,0.00009669916,0.0002493682,0.00002874479],"domain_scores_gemma":[0.9995982,0.0001508979,0.00005133775,0.00001486379,0.000159833,0.00002494269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006143804,0.0001001979,0.0004818698,0.01070337,0.0001318592,0.000400965,0.00003585221,0.0004993987,0.01473547,0.002874478,0.01828857,0.9516864],"study_design_scores_gemma":[0.00001841832,0.0001745886,0.002207159,0.001960182,0.0001502802,0.00509087,0.0000767931,0.0007933148,0.0155463,0.00342594,0.9704708,0.00008542952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005247547,0.9902917,0.004951066,0.0003557449,0.0003526461,0.00002981282,0.00007523122,0.00006423824,0.003354707],"genre_scores_gemma":[0.003174925,0.9881105,0.005465116,0.0003709715,0.0002930576,0.00004076383,0.0001428715,0.00000928446,0.002392502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003992595,"threshold_uncertainty_score":0.007465363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07321456730555555,"score_gpt":0.3514147753696467,"score_spread":0.2782002080640912,"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."}}