{"id":"W4387100162","doi":"10.3390/curroncol30100634","title":"Autoantibody Diversity Is Augmented in Women with Breast Cancer and Is Related to the Stage of the Disease","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología; Sistema Nacional de Investigadores; Instituto de Ciencia y Tecnología del Distrito Federal","keywords":"Autoantibody; Breast cancer; Medicine; Antigen; Stage (stratigraphy); Cancer; Disease; Immunology; Antibody; Diversity (politics); Oncology; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978996,0.0001503562,0.0001883233,0.0008024808,0.0002622403,0.0003061707,0.00008721069,0.0002243945,0.001718925],"category_scores_gemma":[0.0006407031,0.0001172386,0.0001387085,0.0005777745,0.0001638066,0.0001611632,0.0002428644,0.000253799,0.0001715773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128376,"about_ca_system_score_gemma":0.00008315287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007518983,"about_ca_topic_score_gemma":0.0008218897,"domain_scores_codex":[0.9998322,0.00004688782,0.00001295908,0.00004319962,0.00003364511,0.00003108766],"domain_scores_gemma":[0.9996877,0.00005274709,0.0001682311,0.000016144,0.00003444655,0.00004072164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003766327,0.00005273763,0.9692621,0.00006650563,0.00008360318,0.0003647471,0.0002849607,0.00002872764,0.01757976,0.00005586562,0.0001971743,0.01164717],"study_design_scores_gemma":[0.000003584873,0.0001191488,0.997097,0.000009089858,0.00003235507,0.0009557539,0.0002438585,0.00005328805,0.0006739239,0.00006654041,0.0007429653,0.000002421918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967878,0.001894524,0.0001644654,0.00008068784,0.00001032486,0.000005835961,0.0001135513,0.000006170003,0.0009365414],"genre_scores_gemma":[0.9991274,0.0003935213,0.0001090334,0.00003429254,0.00001705584,0.000004044906,0.00006595218,0.00000138819,0.0002472159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001718925,"threshold_uncertainty_score":0.005750418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06367149169717361,"score_gpt":0.4034499608297873,"score_spread":0.3397784691326137,"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."}}