{"id":"W2121555447","doi":"10.1200/jco.2004.09.070","title":"Ten-Year Outcomes in a Population-Based Cohort of Node-Negative, Lymphatic, and Vascular Invasion–Negative Early Breast Cancers Without Adjuvant Systemic Therapies","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Oncology; Internal medicine; Systemic therapy; Vascular invasion; Cohort; Population; Adjuvant; Breast cancer; Lymphatic system; Lymphovascular invasion; Cancer; Pathology; Metastasis","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":[0.0005470922,0.0002755149,0.0003777524,0.000660427,0.0004734132,0.000529903,0.0003004293,0.0003569699,0.0008029435],"category_scores_gemma":[0.001886325,0.000298353,0.0003155617,0.0003887179,0.0003880909,0.0004646713,0.0004570854,0.0004719102,0.0002199207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614918,"about_ca_system_score_gemma":0.0003397086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597951,"about_ca_topic_score_gemma":0.00410773,"domain_scores_codex":[0.9996805,0.00005557388,0.00002681716,0.0001062198,0.00005806373,0.00007284289],"domain_scores_gemma":[0.9988845,0.0002234176,0.0004244301,0.00009683365,0.0001275783,0.0002433889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091327,0.0000248837,0.9987543,0.000002704958,0.0000265731,0.000141157,0.00004807555,0.00003686207,0.0001977529,0.000005018113,0.00003887367,0.0006145395],"study_design_scores_gemma":[0.00001544634,0.0002219446,0.9982632,0.00000311517,0.00002586825,0.0009677125,0.0001308614,0.0001449815,0.00009311998,0.00001747838,0.0001118952,0.000004408157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997854,0.00004949154,0.00002751219,0.000006065076,0.000001598754,0.000002385938,0.00006458553,8.613484e-7,0.00006225534],"genre_scores_gemma":[0.9995084,0.00004560446,0.00003215546,0.00001117816,0.000006681488,0.000005505181,0.0003118955,9.821869e-7,0.00007758875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003597951,"threshold_uncertainty_score":0.007153988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662060641697398,"score_gpt":0.3520101388439822,"score_spread":0.3253895324270082,"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."}}