{"id":"W844282522","doi":"10.1158/1538-7445.sabcs14-p3-07-13","title":"Abstract P3-07-13: Outcomes of women with small, early-stage breast cancer in Manitoba from 1995-2011","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Breast cancer; Cancer; Oncology; Cancer registry; Cohort; Internal medicine; Radiation therapy; Hormonal therapy; Stage (stratigraphy); Gynecology; Disease; Cumulative incidence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004108691,0.0003818869,0.0002643187,0.001335494,0.0008049929,0.000668913,0.000957289,0.0002996272,0.001434108],"category_scores_gemma":[0.001365357,0.0003002177,0.0003343054,0.002783809,0.0003998522,0.0003909658,0.0008990206,0.0004550276,0.0003748582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006113807,"about_ca_system_score_gemma":0.00449052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6252156,"about_ca_topic_score_gemma":0.7218813,"domain_scores_codex":[0.9997306,0.00003381717,0.00002660085,0.00006348349,0.00006277178,0.00008267744],"domain_scores_gemma":[0.9988531,0.00006565347,0.0003811158,0.00005316212,0.0004062791,0.0002406674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007486616,0.00001977847,0.9972056,0.00002618505,0.00003869756,0.00007977262,0.0001954263,0.00008038457,0.0001284654,0.0000133078,0.0007781782,0.001359345],"study_design_scores_gemma":[0.000006870633,0.00002133881,0.9988952,0.00001760295,0.00002531868,0.00009382676,0.0003587211,0.00005754801,0.00005761204,0.000006334457,0.0004559798,0.000003778951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844105,0.0005555472,0.00008857551,0.0002751138,0.00001424747,0.0000619737,0.01313278,0.00001224489,0.001449019],"genre_scores_gemma":[0.9916853,0.0004587714,0.0001261001,0.0001303409,0.00001540914,0.00006655852,0.006594978,0.000006090103,0.0009166009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3747844,"threshold_uncertainty_score":0.7539831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07337140935439554,"score_gpt":0.3492520562280375,"score_spread":0.2758806468736419,"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."}}