{"id":"W4384338565","doi":"10.1158/1078-0432.ccr-22-3645","title":"Poor Outcome in Postpartum Breast Cancer Patients Is Associated with Distinct Molecular and Immunologic Features","year":2023,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Stand Up To Cancer; Kom op tegen Kanker; KWF Kankerbestrijding; H2020 European Research Council; Genentech; Fonds Wetenschappelijk Onderzoek; European Commission","keywords":"Breast cancer; CD8; Involution (esoterism); Medicine; Lactation; Breastfeeding; Mammary gland; Metastasis; Oncology; Immunohistochemistry; Internal medicine; Cancer; Pathology; Immune system; Immunology; Pregnancy; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001695704,0.0001736731,0.0002414912,0.0003917496,0.0002499905,0.0003440503,0.0001435689,0.00020263,0.0009119301],"category_scores_gemma":[0.0007259041,0.00008861182,0.0001505341,0.0004623809,0.0001585556,0.0001723244,0.0003189198,0.0002380124,0.0001652897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406648,"about_ca_system_score_gemma":0.0001567196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000393415,"about_ca_topic_score_gemma":0.0004612424,"domain_scores_codex":[0.999891,0.00002030785,0.00001133794,0.00002656602,0.00001854052,0.00003216494],"domain_scores_gemma":[0.99968,0.00006382325,0.0001611589,0.00001691564,0.00002311371,0.00005495102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006418706,0.00003312312,0.9858795,0.00003626446,0.0000263313,0.0005015042,0.00008380465,0.00004909905,0.006393749,0.00002376155,0.0001158694,0.006215219],"study_design_scores_gemma":[0.000006078035,0.0001332515,0.9970983,0.00000858744,0.00002575737,0.001597433,0.00020789,0.0001376544,0.0005112455,0.00006048162,0.00021012,0.000003123079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990454,0.0003405402,0.0001421317,0.0000306759,0.000003722584,0.000005182303,0.0001674155,0.000004152985,0.0002608089],"genre_scores_gemma":[0.9992747,0.0001963018,0.0001249204,0.00002070277,0.000007866058,0.00001003529,0.000291042,0.000001736536,0.00007269009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009119301,"threshold_uncertainty_score":0.003050685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374312629244737,"score_gpt":0.4961736187855473,"score_spread":0.3587423558610736,"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."}}