{"id":"W4416862992","doi":"10.1177/11782234251395892","title":"Evaluation of Recurrence Rate in Canadian Patients With Stage II/III HR+/HER2− Early Breast Cancer in the Real-World Setting","year":2025,"lang":"en","type":"article","venue":"Breast Cancer Basic and Clinical Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); Centre Hospitalier Universitaire de Sherbrooke; Hôpital du Saint-Sacrement; Health Sciences Centre; Ottawa Hospital; Moncton Hospital; Jewish General Hospital; Sunnybrook Health Science Centre; University of Calgary; Université de Moncton; Centre Hospitalier de l’Université de Montréal; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; IGNIS Innovation (Canada)","funders":"Novartis Pharmaceuticals Canada","keywords":"Stage (stratigraphy); Breast cancer; Disease; Adjuvant; Cancer; Complete response","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00510644,0.000168974,0.0002683318,0.0002018131,0.0001940507,0.00002855583,0.0002768266,0.0001144804,0.00007693109],"category_scores_gemma":[0.0001951155,0.000119366,0.00004694673,0.0008000445,0.0004080085,0.00001448109,0.0001568712,0.0003947752,7.961285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923516,"about_ca_system_score_gemma":0.002953775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5674573,"about_ca_topic_score_gemma":0.8992367,"domain_scores_codex":[0.9968119,0.0009823813,0.0004345729,0.0005638006,0.0006397076,0.0005676167],"domain_scores_gemma":[0.9982886,0.0002338945,0.0001026325,0.0003539727,0.0008915551,0.0001293516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006211313,0.0001681864,0.8620364,0.00002406573,0.00009388051,0.000001774466,0.0001620071,0.00002793772,0.00001264444,0.00005870755,0.0003217123,0.1364716],"study_design_scores_gemma":[0.003025385,0.0001111544,0.9952959,0.0003887378,0.00005758681,4.620517e-7,0.0002543338,0.00009771525,0.00003172179,0.00007085742,0.0005493154,0.000116826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918806,0.0007976834,0.000001117379,0.004083892,0.00009387648,0.000683923,0.0006489609,0.000002541264,0.001807402],"genre_scores_gemma":[0.9974545,0.001550617,0.000006434458,0.0002011555,0.00009975393,0.0003710245,0.00003341972,0.00001222338,0.0002708251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317794,"threshold_uncertainty_score":0.5239871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381476083011318,"score_gpt":0.4416414777963467,"score_spread":0.3878267169662336,"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."}}