{"id":"W1884849914","doi":"10.1586/17446651.2015.1058153","title":"Utility of sentinel lymph node biopsy for thyroid cancer: a comprehensive review","year":2015,"lang":"en","type":"review","venue":"Expert Review of Endocrinology & Metabolism","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Sentinel lymph node; Thyroid cancer; Biopsy; Lymph node; Cancer; Thyroid; Lymphatic system; Radiology; Oncology; Pathology; Internal medicine; Breast 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004069107,0.001159154,0.01422224,0.0002660116,0.00005565451,0.000004815692,0.000611105,0.00030314,0.0004701513],"category_scores_gemma":[0.0004149071,0.0007932273,0.003401234,0.0006579441,0.0004111125,0.0000648222,0.000274239,0.0003783977,0.00003309315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535637,"about_ca_system_score_gemma":0.00165834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002599824,"about_ca_topic_score_gemma":8.720793e-7,"domain_scores_codex":[0.9937729,0.0005811246,0.003090308,0.001144055,0.0005879632,0.0008236993],"domain_scores_gemma":[0.9933157,0.0003685957,0.002519364,0.001978607,0.001490681,0.0003270347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002358173,0.0003676765,0.00002733274,0.4265212,0.001512048,0.00002625245,0.00001235992,7.110243e-9,0.000004980689,0.0002207207,0.03937166,0.5319121],"study_design_scores_gemma":[0.001375605,0.00003634541,0.0001268646,0.3035913,0.01076375,0.0003598904,0.000005760161,2.642518e-7,0.00002803156,0.000009652661,0.6833811,0.0003214478],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004509925,0.9899533,0.00001033739,0.001532593,0.001058725,0.005935861,0.0009408926,0.00005990945,0.0005038801],"genre_scores_gemma":[0.000001328457,0.9877675,0.00173953,0.003453892,0.0006370987,0.005424684,0.0006973993,0.0001267462,0.0001518889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6440094,"threshold_uncertainty_score":0.9994519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422509121872956,"score_gpt":0.4256615076351547,"score_spread":0.3414364164164251,"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."}}