{"id":"W1999582300","doi":"10.1097/sla.0b013e3181724f5e","title":"False Negative Sentinel Lymph Node Biopsies in Melanoma May Result From Deficiencies in Nuclear Medicine, Surgery, or Pathology","year":2008,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Histopathology; Sentinel node; Melanoma; Occult; Surgical pathology; Pathology; Biopsy; Lymph node; Sentinel lymph node; Radiology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008202958,0.0003971463,0.0002582146,0.0003933037,0.0002834261,0.0003522003,0.0002575176,0.0003653895,0.001309224],"category_scores_gemma":[0.003960957,0.0001753251,0.0001703717,0.0002109464,0.0003805814,0.0002936513,0.0002246913,0.0002060058,0.0004438199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673413,"about_ca_system_score_gemma":0.0001709456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007581417,"about_ca_topic_score_gemma":0.001288902,"domain_scores_codex":[0.9995462,0.0000885335,0.00005884911,0.00009472794,0.0001414635,0.0000701836],"domain_scores_gemma":[0.998333,0.0005737499,0.0005756911,0.0001493758,0.0002359623,0.000132231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008218272,0.0000117607,0.9935912,0.00001745992,0.00001006292,0.001630696,0.0000560298,0.00003630093,0.001933247,0.000008835153,0.00007520194,0.002546994],"study_design_scores_gemma":[0.0000103467,0.000649018,0.941994,0.00002789687,0.00006915443,0.05126747,0.0003075619,0.0006316306,0.004082421,0.00005071595,0.0009023047,0.0000074303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991375,0.0002802797,0.0002477227,0.0000170656,0.000007058066,0.000006509908,0.00004658173,0.000008112063,0.0002491575],"genre_scores_gemma":[0.9993328,0.00008426467,0.000326993,0.00002913648,0.000009397351,0.00000518503,0.00009990906,0.000003376265,0.0001087513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309224,"threshold_uncertainty_score":0.004379749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826957695331396,"score_gpt":0.318908856719436,"score_spread":0.1362130871862964,"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."}}