{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056356,0.0008238371,0.001039766,0.002957413,0.0004897362,0.001280331,0.0008156633,0.0008908313,0.0174979],"category_scores_gemma":[0.002421093,0.0002796841,0.0006015237,0.003077468,0.0002621301,0.0004962154,0.0006502718,0.00106358,0.0110026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639276,"about_ca_system_score_gemma":0.0003945405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397652,"about_ca_topic_score_gemma":0.001822771,"domain_scores_codex":[0.9985136,0.0003002864,0.0001554022,0.0002305093,0.0006254941,0.0001745973],"domain_scores_gemma":[0.9989523,0.0001384677,0.0002469602,0.00009025718,0.0004891207,0.00008286952],"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":[0.003075328,0.001107844,0.163178,0.005568289,0.0006167432,0.002745959,0.0004557743,0.00155722,0.09716891,0.004585122,0.1697337,0.5502071],"study_design_scores_gemma":[0.0001609393,0.001228382,0.1195616,0.001167899,0.0005580879,0.01202067,0.0003562937,0.001125179,0.05702945,0.003048195,0.8036218,0.0001214484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2232847,0.4057584,0.02923742,0.007355849,0.003405787,0.003298786,0.09029021,0.00357672,0.2337922],"genre_scores_gemma":[0.5705463,0.1156284,0.05219073,0.00435346,0.00155265,0.002707724,0.09420749,0.0004287384,0.1583846],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0174979,"threshold_uncertainty_score":0.05853629,"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."}}