{"id":"W2790924586","doi":"10.1002/jso.25010","title":"Number of nodes in sentinel lymph node biopsy for breast cancer: Are surgeons still biased?","year":2018,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"Providence Health Care","keywords":"Medicine; Sentinel lymph node; Breast cancer; Lymph; Biopsy; Lymph node; Significant difference; Surgery; Cancer; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03119845,0.0002210831,0.000549968,0.001781175,0.0005846466,0.001450239,0.001128056,0.0009618061,0.001369143],"category_scores_gemma":[0.1217755,0.0003251731,0.0005446699,0.002311041,0.001127833,0.001448037,0.0008899703,0.0005252363,0.0004758212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147406,"about_ca_system_score_gemma":0.001248734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003253257,"about_ca_topic_score_gemma":0.01020028,"domain_scores_codex":[0.9788975,0.009577667,0.003491305,0.001719179,0.005734666,0.0005796562],"domain_scores_gemma":[0.8323517,0.07909644,0.06599522,0.00519856,0.01478836,0.002569719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001793001,0.000007224555,0.9873918,0.00008847546,0.0000774485,0.00006191927,0.0002401579,0.0001091338,0.00007309092,0.00009143792,0.0007735346,0.01090651],"study_design_scores_gemma":[0.00005275499,0.0001854554,0.9870493,0.000496163,0.0002474625,0.001919926,0.001818647,0.001788842,0.0005001625,0.001403094,0.004496695,0.00004153332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979055,0.00909738,0.001823157,0.005758564,0.0003686365,0.00004268746,0.0007060884,0.00001526824,0.003133119],"genre_scores_gemma":[0.9949228,0.001531307,0.001336792,0.00123288,0.0004404578,0.00003212126,0.0003263722,0.00001078941,0.000166384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119845,"threshold_uncertainty_score":0.1649951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971347946497014,"score_gpt":0.3281224082452507,"score_spread":0.3084089287802805,"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."}}