{"id":"W2624147378","doi":"10.1056/nejmoa1613210","title":"Completion Dissection or Observation for Sentinel-Node Metastasis in Melanoma","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1385,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"National Cancer Institute; National Institutes of Health; Incyte; Les Laboratories Pierre Fabre; Castle Biosciences; GlaxoSmithKline; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; Bristol-Myers Squibb; Amgen","keywords":"Medicine; Melanoma; Sentinel node; Dissection (medical); Lymph node; Sentinel lymph node; Survival rate; Metastasis; Surgery; Log-rank test; Biopsy; Survival analysis; Radiology; Internal medicine; Cancer; Breast cancer; Cancer research","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":[0.002240421,0.000368464,0.0008243772,0.0001693531,0.000117345,0.0001810136,0.0002867155,0.0003483891,0.002015188],"category_scores_gemma":[0.00175131,0.0001511143,0.0007321425,0.0001818334,0.0003878,0.0001700309,0.000237788,0.00070357,0.0001336811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271804,"about_ca_system_score_gemma":0.0008474814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004334327,"about_ca_topic_score_gemma":0.0009709108,"domain_scores_codex":[0.999437,0.0003028233,0.00004648948,0.00008798593,0.00006622274,0.00005940852],"domain_scores_gemma":[0.9988192,0.0005282324,0.0002947848,0.00009766849,0.00002586549,0.0002343088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7375984,0.008292235,0.0323461,0.003062548,0.001287034,0.0002135667,0.0002015646,0.002743177,0.01142334,0.0003943511,0.001108033,0.2013297],"study_design_scores_gemma":[0.3013159,0.5293001,0.1526172,0.0004953972,0.001688307,0.0005789717,0.00009281924,0.002258458,0.004043274,0.0009680947,0.006597534,0.00004391777],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902599,0.005608374,0.001141703,0.0001171318,0.000106007,0.001373454,0.000170369,0.00002380981,0.001199086],"genre_scores_gemma":[0.9951906,0.0017918,0.001232408,0.0001156658,0.0001187222,0.0009107167,0.0002158484,0.000004015443,0.0004201111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002240421,"threshold_uncertainty_score":0.01184863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07836103622563693,"score_gpt":0.3374953856661744,"score_spread":0.2591343494405375,"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."}}