{"id":"W2127798401","doi":"10.1093/jnci/djj183","title":"Sentinel Lymph Node Biopsy in Early Breast Cancer: Has Its Time Come?","year":2006,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sentinel lymph node; Biopsy; Breast cancer; Cancer; General surgery; Radiology; Internal medicine","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":[0.005641906,0.0006900056,0.001810963,0.0007284973,0.001573909,0.002010434,0.001487408,0.02804786,0.003225365],"category_scores_gemma":[0.02161149,0.0005860873,0.0007849943,0.0009566328,0.002260814,0.003483501,0.0006615061,0.01826199,0.001886213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721067,"about_ca_system_score_gemma":0.002610226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005307184,"about_ca_topic_score_gemma":0.0154498,"domain_scores_codex":[0.9973953,0.001060153,0.0003786932,0.0002043647,0.0006625649,0.0002988345],"domain_scores_gemma":[0.9886026,0.006255977,0.000632028,0.0003427709,0.002089759,0.002076869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006372254,0.0001607466,0.009175132,0.0003391876,0.00006389293,0.006074837,0.0002314239,0.0002381495,0.0006451203,0.003592406,0.9078125,0.0710294],"study_design_scores_gemma":[0.001577162,0.001306104,0.02318399,0.002475573,0.0003746081,0.02913742,0.002201496,0.002172137,0.001075526,0.02466797,0.9115565,0.0002715059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001564314,0.007133936,0.0001800101,0.9721139,0.01723731,0.000008220553,0.00003208642,0.00001792319,0.001712326],"genre_scores_gemma":[0.02890433,0.0165443,0.0009332703,0.7928768,0.1556614,0.00004523659,0.00009604537,0.00003413959,0.004904479],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02804786,"threshold_uncertainty_score":0.02983761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448579806741338,"score_gpt":0.2787592038285461,"score_spread":0.2542734057611327,"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."}}