{"id":"W3040733152","doi":"10.1002/jso.26119","title":"Completion lymph node dissection in patients with sentinel lymph node positive cutaneous head and neck melanoma","year":2020,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Sentinel lymph node; Lymphadenectomy; Dissection (medical); Melanoma; Lymph node; Surgery; Biopsy; Stage (stratigraphy); Radiology; 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":[0.0005446497,0.0001001933,0.0002032343,0.00025395,0.0001240713,0.0002171209,0.0001923036,0.0001592467,0.000839908],"category_scores_gemma":[0.001378659,0.00009924003,0.0001963999,0.0004189644,0.0001392322,0.0001607207,0.0001722068,0.0002344336,0.00006816672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444259,"about_ca_system_score_gemma":0.0003620714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003018795,"about_ca_topic_score_gemma":0.008243478,"domain_scores_codex":[0.9997948,0.00005735591,0.0000216069,0.00005401085,0.00004295812,0.00002940201],"domain_scores_gemma":[0.9991561,0.0001871446,0.0004342756,0.00004243109,0.00004490952,0.000135185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000315633,0.00002146715,0.9971962,0.00001746598,0.00002289532,0.00005800539,0.00001429563,0.00006748105,0.0002148244,0.000005431708,0.0001195086,0.001946888],"study_design_scores_gemma":[0.00003708828,0.0001555368,0.9988771,0.000009342145,0.00002996208,0.0002365863,0.00005507817,0.0002209871,0.00007817541,0.00001469984,0.0002836048,0.000001663602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990846,0.0003674822,0.00005816603,0.00002480993,0.000004325116,0.000007369101,0.0002849687,0.000002129628,0.0001661322],"genre_scores_gemma":[0.999404,0.0001249742,0.00005799897,0.00001607071,0.000006526676,0.000005158252,0.0003376048,5.49989e-7,0.00004709158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003018795,"threshold_uncertainty_score":0.006002426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136121369511189,"score_gpt":0.2618351356524556,"score_spread":0.2482229987013367,"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."}}