{"id":"W2043225777","doi":"10.1002/jso.20084","title":"Lessons learned from the Sunbelt Melanoma Trial","year":2004,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sentinel lymph node; Sentinel node; Lymphadenectomy; Biopsy; Melanoma; Randomized controlled trial; Metastasis; Adjuvant therapy; Lymph node; Oncology; Surgery; Internal medicine; Radiology; Cancer; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05048525,0.001465691,0.003968759,0.0009118931,0.0007778339,0.004822039,0.002867372,0.006767027,0.008824171],"category_scores_gemma":[0.1195319,0.0005557368,0.002944011,0.001198441,0.001789467,0.005304979,0.00166671,0.01281727,0.002206191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662041,"about_ca_system_score_gemma":0.003560903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965858,"about_ca_topic_score_gemma":0.004992452,"domain_scores_codex":[0.9717326,0.02215866,0.001809909,0.001135006,0.00244063,0.000723266],"domain_scores_gemma":[0.8996276,0.08224216,0.003222304,0.004160448,0.00621214,0.004535395],"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":[0.01658401,0.0005313141,0.007615236,0.00650127,0.002920111,0.001323874,0.0006478379,0.003578269,0.0005843793,0.01934025,0.408238,0.5321355],"study_design_scores_gemma":[0.04741568,0.009068102,0.02436169,0.02460335,0.00801821,0.001513431,0.001462636,0.008521866,0.001371199,0.1991149,0.6740713,0.0004776166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01391232,0.1120121,0.005093323,0.834046,0.0199113,0.0004196084,0.002096745,0.0002473361,0.0122613],"genre_scores_gemma":[0.1647245,0.1119507,0.01669217,0.6079399,0.08374428,0.001804047,0.002214491,0.0006463766,0.01028357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05048525,"threshold_uncertainty_score":0.2669947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07391274295502348,"score_gpt":0.3551156660795076,"score_spread":0.2812029231244841,"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."}}