{"id":"W4289314748","doi":"10.3390/curroncol29080432","title":"Clinical Lymph Node Involvement as a Predictor for Cancer-Specific Survival in Patients with Penile Squamous Cell Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Genital Health and Disease","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penile cancer; Medicine; Squamous cell cancer; Lymph node; Oncology; Cancer; Internal medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003662684,0.0002160139,0.0002228507,0.000585663,0.0002671278,0.0004026105,0.0002607223,0.0002717115,0.001021745],"category_scores_gemma":[0.001772574,0.0001519842,0.0002229924,0.0006236869,0.0002426475,0.0003910129,0.0002829164,0.0003539449,0.0001305136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999622,"about_ca_system_score_gemma":0.00038292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513793,"about_ca_topic_score_gemma":0.003340638,"domain_scores_codex":[0.9998011,0.00006160593,0.0000231319,0.00003692577,0.00003619693,0.00004108174],"domain_scores_gemma":[0.9989949,0.0002483143,0.0003664274,0.00004891171,0.00009789701,0.0002435468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004655823,0.000005893855,0.9990155,0.000003918587,0.000009736917,0.00008286646,0.000009910541,0.00002930957,0.00009012243,0.000002964804,0.00003611251,0.0006672801],"study_design_scores_gemma":[0.000005812294,0.00006161414,0.9985468,0.000005838282,0.0000272508,0.0006587131,0.00006894536,0.0003410131,0.00008738889,0.00002160514,0.0001717927,0.000003293603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987124,0.0007413993,0.00008191939,0.00004673778,0.00000842946,0.000004062916,0.0001089353,0.000002927146,0.000293161],"genre_scores_gemma":[0.9996934,0.00009669631,0.00003106667,0.00001171393,0.000008715085,0.000002135324,0.0001072046,7.803533e-7,0.00004835413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513793,"threshold_uncertainty_score":0.003418088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163967554594442,"score_gpt":0.4290978486581739,"score_spread":0.3127010931987296,"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."}}