{"id":"W2131870328","doi":"10.5539/cco.v1n1p52","title":"Prognosis for Survival of Young Women with Breast Cancer by Quantitative p53 Immunohistochemistry","year":2012,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; National Natural Science Foundation of China; Breast Cancer Research Foundation","keywords":"Stain; Breast cancer; Immunohistochemistry; Tissue microarray; Biomarker; Pathology; Medicine; Feulgen stain; Cancer; Staining; Survival analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004581863,0.0001543291,0.0007164822,0.00002310847,0.000044077,0.000003144794,0.00006822856,0.0002782081,0.0001477322],"category_scores_gemma":[0.0001092724,0.00012104,0.0000957649,0.0001130572,0.0004706063,0.00004993592,0.00003297196,0.000292976,0.000001200908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572519,"about_ca_system_score_gemma":0.0007657423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002774669,"about_ca_topic_score_gemma":0.00007419337,"domain_scores_codex":[0.998659,0.00005399162,0.000476971,0.0002823161,0.0001374354,0.0003903124],"domain_scores_gemma":[0.9987025,0.000324722,0.0002738942,0.0001590634,0.0002528163,0.0002870124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02897892,0.002895185,0.6760509,0.0008538656,0.003239831,0.00001349953,0.002408659,0.000004416793,0.1016068,0.0003696355,0.01727129,0.166307],"study_design_scores_gemma":[0.05570274,0.02350148,0.770809,0.00125233,0.004468101,0.0003415405,0.005744443,0.0001719822,0.02079596,0.0001416608,0.1155704,0.001500393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860727,0.009140947,0.0002886035,0.001397166,0.0007171678,0.0005929327,0.0004159245,0.00002275469,0.001351805],"genre_scores_gemma":[0.9954395,0.002139793,0.0005027947,0.0003931895,0.0003004009,0.0007728036,0.00002505026,0.00003265192,0.0003938726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648066,"threshold_uncertainty_score":0.4935869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753515455456391,"score_gpt":0.4213259183257055,"score_spread":0.3737907637711416,"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."}}