{"id":"W6980608058","doi":"","title":"Clinical Significance of Grade 1 Triple Negative Breast Cancer: A retrospective cohort analysis","year":2025,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer stage; TSG101; Stage (stratigraphy); Proteogenomics; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005271575,0.0002057699,0.0002518976,0.0009980305,0.0007085695,0.0006267181,0.0003124076,0.0002566883,0.0009162325],"category_scores_gemma":[0.001319552,0.0003093029,0.0003214384,0.001053134,0.0002814082,0.0003453534,0.0004400403,0.0003518643,0.0001995354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920629,"about_ca_system_score_gemma":0.0009351439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03266851,"about_ca_topic_score_gemma":0.05600283,"domain_scores_codex":[0.9994405,0.00008729086,0.00005739926,0.0001622604,0.000127332,0.0001251585],"domain_scores_gemma":[0.999042,0.0001002506,0.0004105743,0.0001313987,0.0001374288,0.0001784327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003753007,0.000009457314,0.999138,0.000002457109,0.00001598628,0.000097267,0.00004376105,0.000007799834,0.0001160074,0.000005708069,0.00004834787,0.0004776877],"study_design_scores_gemma":[0.000004446635,0.00005943248,0.9985206,0.000004306515,0.00002933224,0.000765771,0.0002494979,0.00006500216,0.00005389696,0.0000100787,0.0002338344,0.000003905333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992067,0.00009938569,0.0000482847,0.00001705573,0.000002279317,0.00001344325,0.0003644057,0.000001771883,0.0002467269],"genre_scores_gemma":[0.9993481,0.00008240332,0.00005578528,0.00001859923,0.000003517312,0.000009795678,0.0003967608,0.000001738279,0.00008315423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03266851,"threshold_uncertainty_score":0.06495672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359175738321283,"score_gpt":0.2805304753723249,"score_spread":0.2669387179891121,"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."}}