{"id":"W2144767588","doi":"10.5430/jst.v2n1p43","title":"Breast cancer tumor markers","year":2012,"lang":"ru","type":"article","venue":"Journal of Solid Tumors","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Oncology; Internal medicine; Gynecology; Clinical Practice; Disease; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001344639,0.0003758761,0.001141836,0.0003422094,0.0001067527,0.00003585955,0.0002610294,0.0000902875,0.007317957],"category_scores_gemma":[0.00007364953,0.0002952884,0.0006423286,0.000407027,0.0001717182,0.0004824516,0.00007333994,0.0008663351,0.0001635143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006234038,"about_ca_system_score_gemma":0.00100688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002672869,"about_ca_topic_score_gemma":0.00001412244,"domain_scores_codex":[0.9965555,0.0001149399,0.001251619,0.0001861792,0.0008981166,0.0009936147],"domain_scores_gemma":[0.9964454,0.00008540248,0.001407554,0.0003036922,0.0004637171,0.001294191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008878813,0.0032714,0.3475027,0.002364575,0.004279007,0.003590905,0.004869578,0.0002005084,0.01763644,0.0001627584,0.4331091,0.1741342],"study_design_scores_gemma":[0.01074556,0.001418936,0.6408353,0.00760696,0.006164008,0.05260802,0.007795632,0.00007993934,0.01788803,0.00005280932,0.2535645,0.001240345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205775,0.056858,0.00006736657,0.005859926,0.01127117,0.0003473033,0.0004778768,0.00001725559,0.004523634],"genre_scores_gemma":[0.9812825,0.004530842,0.0003028146,0.001196935,0.01026232,0.000004934372,0.000001722321,0.00007770695,0.002340236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933325,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648095166388536,"score_gpt":0.2981701400011165,"score_spread":0.2816891883372311,"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."}}