{"id":"W3145963490","doi":"10.1245/s10434-021-09839-6","title":"Sentinel Node Biopsy Should Not be Routine in Older Patients with ER-Positive HER2-Negative Breast Cancer Who Are Willing and Able to Take Hormone Therapy","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Sentinel lymph node; Breast cancer; Internal medicine; Biopsy; Population; Prospective cohort study; Oncology; Gynecology; Adjuvant therapy; Surgical oncology; Cancer","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":[0.001291557,0.0003533655,0.0007119495,0.0004408647,0.0006368543,0.0005884416,0.0003887858,0.0009413124,0.005120005],"category_scores_gemma":[0.005528253,0.0002066862,0.0003544002,0.0004017224,0.0003321717,0.0008107666,0.000220492,0.0006754668,0.00105021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577586,"about_ca_system_score_gemma":0.0005931022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258272,"about_ca_topic_score_gemma":0.008175501,"domain_scores_codex":[0.9995683,0.0001353991,0.00006149463,0.00003525558,0.0001200254,0.00007953937],"domain_scores_gemma":[0.9972194,0.001247142,0.0003491156,0.000220209,0.0004796756,0.0004844393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00264626,0.0004178154,0.8868203,0.000519557,0.0001656155,0.009620982,0.0007994777,0.0003097382,0.01212073,0.0004212223,0.0177938,0.06836459],"study_design_scores_gemma":[0.0002102382,0.002798271,0.9301603,0.0006272258,0.0001898558,0.02617956,0.003517767,0.001106432,0.005096981,0.002527262,0.02753486,0.00005119051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582626,0.008480535,0.001869471,0.008400639,0.001602169,0.0001337829,0.0006191077,0.0000959594,0.02053569],"genre_scores_gemma":[0.9845799,0.003402343,0.003183462,0.004419405,0.0008484633,0.00008329494,0.0003304304,0.00002854332,0.003124216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005120005,"threshold_uncertainty_score":0.01712811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440335461992927,"score_gpt":0.3233263551284484,"score_spread":0.2889230005085192,"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."}}