{"id":"W4289595418","doi":"10.1001/jamasurg.2022.2055","title":"Therapeutic Value of Sentinel Lymph Node Biopsy in Patients With Melanoma","year":2022,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Sentinel lymph node; Lymphadenectomy; Melanoma; Biopsy; Sentinel node; Randomized controlled trial; Dissection (medical); Surgery; Lymph node; Hazard ratio; Radiology; Internal medicine; Cancer; Confidence interval","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":[0.001423403,0.000210786,0.0003390199,0.0003395654,0.0002151399,0.0004335856,0.0003315952,0.0005745274,0.00126365],"category_scores_gemma":[0.008576598,0.0001336999,0.0003559534,0.0004712065,0.0002413301,0.0004475166,0.0002224291,0.0005760004,0.0001524495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330909,"about_ca_system_score_gemma":0.000365064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237023,"about_ca_topic_score_gemma":0.002675032,"domain_scores_codex":[0.9994038,0.0002838642,0.00005594194,0.00008643403,0.0001252956,0.00004457036],"domain_scores_gemma":[0.9969964,0.001341789,0.001063321,0.0000947149,0.0001794588,0.0003242852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00145625,0.00006158859,0.9831813,0.00007184968,0.0000998544,0.0001406948,0.00002896853,0.0003380207,0.0002430908,0.00003529619,0.0004325044,0.01391058],"study_design_scores_gemma":[0.0001210478,0.0007064415,0.9946821,0.00007663674,0.0002325453,0.0007873949,0.000108908,0.001900371,0.0003062563,0.0002496258,0.0008137628,0.00001484575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986895,0.009690728,0.000277426,0.000861545,0.0000810144,0.00001606764,0.0003475139,0.00001640945,0.00181441],"genre_scores_gemma":[0.9989713,0.0005510175,0.0001053153,0.000070731,0.00006002822,0.000005992318,0.0001731516,0.00000136805,0.00006106542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423403,"threshold_uncertainty_score":0.007527769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096081310521138,"score_gpt":0.2149264362404268,"score_spread":0.2039656231352154,"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."}}