{"id":"W2133207635","doi":"10.1245/aso.2005.11.028","title":"Sentinel Lymph Node Biopsy for CutaneousMelanoma of the Head and Neck","year":2005,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Sentinel lymph node; Surgical oncology; Biopsy; Melanoma; Lymph; Radiology; Lymph node; Surgery; Sentinel node; Lymphatic system; Retrospective cohort study; Head and neck; Internal medicine; Cancer; Pathology; 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":[0.0004568088,0.0003623395,0.0004203115,0.0008598599,0.0006020766,0.0003991026,0.0003685399,0.0006410922,0.002455621],"category_scores_gemma":[0.0009086395,0.0002610412,0.0003218818,0.0002798724,0.0003824191,0.0005096894,0.0002205809,0.0003180747,0.0004266193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004763567,"about_ca_system_score_gemma":0.001083602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005840844,"about_ca_topic_score_gemma":0.01733524,"domain_scores_codex":[0.9998425,0.00002892926,0.00001675425,0.00001973803,0.00005328283,0.00003874191],"domain_scores_gemma":[0.9997842,0.00007765657,0.00002295564,0.00001558677,0.00003943028,0.00006010394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002759768,0.0003704993,0.3636069,0.0006306674,0.0001537854,0.3406573,0.0007626642,0.001132827,0.1587047,0.0005907759,0.005621206,0.1250089],"study_design_scores_gemma":[0.0003839332,0.002333988,0.3830328,0.0002731344,0.0004738296,0.560687,0.002071112,0.009693808,0.03040941,0.001076649,0.009503173,0.00006120557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767096,0.006304931,0.002986164,0.001241096,0.0002171612,0.0001326624,0.000154878,0.00009942613,0.01215417],"genre_scores_gemma":[0.9949633,0.002039141,0.001491336,0.0002080408,0.00009283827,0.00001727661,0.00005362276,0.000009018473,0.001125389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005840844,"threshold_uncertainty_score":0.01161367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456907599453299,"score_gpt":0.3426530114233544,"score_spread":0.2969622514780245,"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."}}