{"id":"W2982350458","doi":"10.1016/j.suc.2019.09.008","title":"Nonsurgical Management of Lymph Node Basins in Melanoma","year":2019,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital; McMaster University","funders":"","keywords":"Medicine; Melanoma; Lymph node; General surgery; Lymph; Surgery; Internal medicine; Pathology","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":[0.0005080855,0.0006078923,0.001194642,0.002311432,0.0001893285,0.0007664692,0.0007884612,0.0007333502,0.002747154],"category_scores_gemma":[0.001343364,0.0002919807,0.0008543964,0.001543333,0.0003695218,0.0008789708,0.0005243846,0.001123101,0.0006114912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005320249,"about_ca_system_score_gemma":0.0008681071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299082,"about_ca_topic_score_gemma":0.00687118,"domain_scores_codex":[0.9997693,0.00004663667,0.00005230535,0.00005134222,0.00006042593,0.00001999382],"domain_scores_gemma":[0.9994774,0.0003061812,0.0001150178,0.000008964106,0.00006354428,0.00002895057],"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":[0.00007858306,0.00004647127,0.0008171615,0.0279226,0.0001801208,0.0002395,0.0000455355,0.0002908488,0.0004418976,0.0004072086,0.01226395,0.9572662],"study_design_scores_gemma":[0.0002052836,0.0007315206,0.01645222,0.08463375,0.003906929,0.01006861,0.0003702604,0.0006295922,0.001001492,0.002396309,0.8795062,0.00009789242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001120203,0.9994301,0.00004518526,0.00006096396,0.0000734449,0.000002625126,0.000007647392,0.000002390323,0.000265508],"genre_scores_gemma":[0.001405069,0.9978898,0.0001374331,0.0001845436,0.0001828685,0.000003525875,0.00002063671,0.000001014294,0.0001750937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002747154,"threshold_uncertainty_score":0.009190142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04846945154687051,"score_gpt":0.3522301970046826,"score_spread":0.3037607454578121,"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."}}