{"id":"W3095883681","doi":"10.1097/cmr.0000000000000704","title":"Mapping sentinel lymph nodes in cutaneous melanoma: a vast array of perioperative imaging modalities","year":2020,"lang":"en","type":"review","venue":"Melanoma Research","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Sentinel lymph node; Modalities; Lymphadenectomy; Melanoma; Perioperative; Dissection (medical); Radiology; Lymph; Biopsy; Lymph node; Surgery; Pathology; Cancer; 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":[0.0005205952,0.0005655853,0.000916756,0.002146769,0.0001825272,0.0007405762,0.0005269402,0.0006640257,0.002697629],"category_scores_gemma":[0.0009179303,0.000198714,0.0006168134,0.001564305,0.0003161845,0.0009552854,0.0004149718,0.001015908,0.0009775697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243276,"about_ca_system_score_gemma":0.000777927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180583,"about_ca_topic_score_gemma":0.002157769,"domain_scores_codex":[0.9998073,0.00004342415,0.00003338475,0.00003201963,0.00007165566,0.00001225398],"domain_scores_gemma":[0.9996287,0.0002179858,0.00004820601,0.000009451101,0.00007870868,0.00001683098],"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":[0.00004943039,0.00003524917,0.0002253157,0.02597335,0.0001013643,0.000148982,0.00006153442,0.0002342059,0.001362273,0.001239708,0.01150417,0.9590644],"study_design_scores_gemma":[0.00002170132,0.000210228,0.002338683,0.01679351,0.0004611996,0.003461243,0.0001357589,0.0002130451,0.001054995,0.002132286,0.9731406,0.00003674585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000107908,0.9989709,0.0001201166,0.0001522435,0.0001071033,0.000003770014,0.00001116894,0.000004412135,0.0005224636],"genre_scores_gemma":[0.0007318982,0.9986512,0.0001815385,0.00009944323,0.00008487995,0.000004038131,0.000018673,0.000001038236,0.0002272983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002697629,"threshold_uncertainty_score":0.009024441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09055195913486008,"score_gpt":0.3764994686621845,"score_spread":0.2859475095273244,"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."}}