{"id":"W2100823111","doi":"10.1373/clinchem.2013.215236","title":"False Biomarker Discovery due to Reactivity of a Commercial ELISA for CUZD1 with Cancer Antigen CA125","year":2013,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Biomarker; Biomarker discovery; Antigen; Cancer; Medicine; Immunology; Chemistry; Internal medicine; Proteomics; Biochemistry; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004364479,0.0001280792,0.0007655587,0.00001694587,0.00004213623,0.00001111612,0.0001247441,0.0002196259,0.0003832958],"category_scores_gemma":[0.0008653187,0.00009011789,0.0001386068,0.0001095548,0.0003206213,0.00006568805,0.00007204153,0.0002359826,0.00001459221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004996536,"about_ca_system_score_gemma":0.0004972194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358855,"about_ca_topic_score_gemma":0.00003719398,"domain_scores_codex":[0.9987426,0.00003114502,0.0004359765,0.0003042794,0.0002011555,0.0002848677],"domain_scores_gemma":[0.9981723,0.0008033121,0.0001199237,0.0003800046,0.0002402803,0.0002842073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661811,0.0006393834,0.9394624,0.0003514461,0.0002351065,0.00001501239,0.00003298188,1.292264e-7,0.02478069,0.000003416457,0.01843853,0.01437908],"study_design_scores_gemma":[0.002834718,0.0003509102,0.9626297,0.0003481619,0.0002229199,0.00001970293,0.00007316284,0.00009625292,0.02902399,0.00005488313,0.004198123,0.0001474958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926059,0.00009496672,0.0003108266,0.002449242,0.00005396174,0.0007650257,0.00008091491,0.00001562462,0.003623514],"genre_scores_gemma":[0.9941437,0.00009974784,0.001085855,0.0003926973,0.0002842947,0.0002974236,0.00003290801,0.00001832752,0.003645034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316727,"threshold_uncertainty_score":0.419682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038942117330637,"score_gpt":0.4580897749634593,"score_spread":0.3541955632303956,"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."}}