{"id":"W2070701115","doi":"10.1245/aso.2005.03.073","title":"Melanoma Metastases in Regional Lymph Nodes Are Accurately Detected by Proton Magnetic Resonance Spectroscopy of Fine-Needle Aspirate Biopsy Samples","year":2005,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"National Medical Research Council; National Health and Medical Research Council","keywords":"Medicine; Biopsy; Melanoma; Lymphadenectomy; Sentinel lymph node; Radiology; Lymph; Surgical oncology; Magnetic resonance imaging; Lymph node; Pathology; Cancer; Oncology; 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":[0.0004008471,0.000307871,0.000344194,0.0007103115,0.0002257385,0.0005032866,0.0002215061,0.0005612685,0.001063523],"category_scores_gemma":[0.002079175,0.0003379849,0.0001582994,0.0001800659,0.0002221495,0.0004306515,0.000182507,0.0002938905,0.0004603337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797178,"about_ca_system_score_gemma":0.0001280718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385473,"about_ca_topic_score_gemma":0.00316717,"domain_scores_codex":[0.999767,0.00006290759,0.00002032812,0.00004570692,0.00006627644,0.00003772884],"domain_scores_gemma":[0.9994463,0.000275731,0.00009384174,0.00003517109,0.00008973719,0.0000591308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002078693,0.0001201028,0.3189799,0.0001167808,0.00008207699,0.007738977,0.0002729296,0.0004226984,0.6480385,0.0001059915,0.0003383915,0.02170501],"study_design_scores_gemma":[0.00008113446,0.0009037657,0.7775379,0.00003583125,0.0002687877,0.02884567,0.0005916572,0.00598234,0.1836882,0.0002717854,0.001774407,0.00001852197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956489,0.001035199,0.001371481,0.00008181801,0.00001753637,0.00001590219,0.00006667839,0.00003779662,0.001724567],"genre_scores_gemma":[0.9982142,0.0002935916,0.001127974,0.00004170181,0.00001319528,0.000005297206,0.00005018402,0.000005173362,0.0002486056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001385473,"threshold_uncertainty_score":0.003557861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08405282585994858,"score_gpt":0.3519395763707791,"score_spread":0.2678867505108306,"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."}}