{"id":"W2796926586","doi":"10.1016/j.jcms.2018.04.011","title":"Sentinel lymph node biopsy in malignant melanoma of the head and neck","year":2018,"lang":"en","type":"article","venue":"Journal of Cranio-Maxillofacial Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; McMaster University","keywords":"Medicine; Head and neck; Melanoma; Sentinel lymph node; Biopsy; Radiology; Lymph; Lymph node; Pathology; Surgery; Internal medicine; Cancer; Cancer research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093082,0.0002991223,0.0003059054,0.0006456708,0.0004606799,0.0003704659,0.0002876823,0.000544713,0.001110032],"category_scores_gemma":[0.001030389,0.0002002581,0.000242803,0.0002231511,0.0003493208,0.0004658503,0.0002175849,0.0002663976,0.0002282045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774124,"about_ca_system_score_gemma":0.0006996981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922494,"about_ca_topic_score_gemma":0.01108088,"domain_scores_codex":[0.9998424,0.0000375901,0.00001994219,0.00001659999,0.00004828322,0.00003523782],"domain_scores_gemma":[0.9997869,0.00007793002,0.00003099044,0.000008231362,0.00003523563,0.00006066194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00257242,0.0002651702,0.580371,0.0005074937,0.0001163668,0.2096094,0.0009511847,0.001326924,0.0945069,0.000504698,0.003483011,0.1057854],"study_design_scores_gemma":[0.0001664462,0.002174085,0.5302443,0.0003564054,0.0003623131,0.4206706,0.00373585,0.009847231,0.02240276,0.001166208,0.008828504,0.00004537902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813026,0.008101313,0.001895071,0.0007879321,0.000178384,0.00006514255,0.00009324257,0.00004243724,0.007533886],"genre_scores_gemma":[0.9956732,0.002334753,0.001065652,0.0001506418,0.00008290362,0.00001060353,0.00002996009,0.000004780935,0.0006474194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003922494,"threshold_uncertainty_score":0.007799327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711731782822447,"score_gpt":0.252309889340833,"score_spread":0.2351925715126085,"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."}}