{"id":"W3092210493","doi":"10.1002/cac2.12101","title":"The prognostic significance of non‐sentinel lymph node metastasis in cutaneous and acral melanoma patients—A multicenter retrospective study","year":2020,"lang":"en","type":"article","venue":"Cancer Communications","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"National Natural Science Foundation of China","keywords":"Medicine; Sentinel lymph node; Melanoma; Internal medicine; Oncology; Adjuvant therapy; Proportional hazards model; Retrospective cohort study; Stage (stratigraphy); Lymphovascular invasion; Cancer; Metastasis; Surgery; Breast cancer","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":[0.0006027567,0.0002164305,0.00025259,0.0005275737,0.0003024124,0.0004221948,0.0002875907,0.000247034,0.001030106],"category_scores_gemma":[0.001142747,0.0002121427,0.0002837013,0.0006036197,0.0002378933,0.000351236,0.0002720889,0.0002632875,0.0001751904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223598,"about_ca_system_score_gemma":0.0002181495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423723,"about_ca_topic_score_gemma":0.001871922,"domain_scores_codex":[0.9996517,0.00008456047,0.00004614966,0.0001115459,0.00005470475,0.00005137757],"domain_scores_gemma":[0.9989415,0.0001381357,0.0005218841,0.000093933,0.0001017509,0.0002028225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006726249,0.00001192516,0.9992975,0.000004502259,0.00001412992,0.00009396692,0.00002349892,0.000009646974,0.0001303236,0.000003884326,0.00002056134,0.0003228356],"study_design_scores_gemma":[0.00001037568,0.0001277097,0.9981839,0.000004395813,0.00002269276,0.001068267,0.0001663817,0.0001195053,0.00006271262,0.00001017034,0.0002208411,0.000002978767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995853,0.0001476711,0.00002500658,0.000008554247,0.000001889021,0.000004942322,0.0001044725,9.051839e-7,0.0001211705],"genre_scores_gemma":[0.9997249,0.00005613539,0.00003027763,0.000007295441,0.000005717548,0.000006390972,0.000128409,6.660846e-7,0.00004011655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423723,"threshold_uncertainty_score":0.003446102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736989431627381,"score_gpt":0.2941599558314208,"score_spread":0.2667900615151471,"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."}}