{"id":"W1966494201","doi":"10.1089/end.2007.9971","title":"Endoscopic Lymphadenectomy for Penile Carcinoma","year":2007,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Genital Health and Disease","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Groin; Penile cancer; Dissection (medical); Surgery; Penile Carcinoma; Lymphadenectomy; Inguinal canal; Perioperative; Carcinoma; Penis; Lymph node; Inguinal hernia; Hernia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004149181,0.00008259361,0.0002878469,0.0002025678,0.00004088409,0.000003434362,0.00007257066,0.00008187772,0.0001225998],"category_scores_gemma":[0.0003204056,0.00006534038,0.0001664547,0.00007161789,0.00003438339,0.00004184832,0.00001074911,0.0001300325,0.00001461595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004900956,"about_ca_system_score_gemma":0.0003671065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009729456,"about_ca_topic_score_gemma":0.000009058667,"domain_scores_codex":[0.9989788,0.00002098375,0.0004275021,0.00008579726,0.0001402754,0.0003466285],"domain_scores_gemma":[0.99875,0.0002468286,0.0002068901,0.0001035477,0.0002240299,0.000468748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01420951,0.0008018631,0.9325599,0.0006319197,0.00007037979,0.003663734,0.0002969699,0.00000864307,0.01579319,0.001350589,0.01968507,0.01092825],"study_design_scores_gemma":[0.02405282,0.009437164,0.869355,0.0000153224,0.0004692489,0.007236011,0.0001907663,0.00005002527,0.0124779,0.001584742,0.07499757,0.0001334871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923412,0.002227825,0.001098512,0.001272314,0.0006194515,0.0002097953,0.000003889647,0.000007909909,0.002219116],"genre_scores_gemma":[0.9942253,0.000003786559,0.001996879,0.002568852,0.0009165526,0.000003018179,0.000002761146,0.0000123543,0.0002705571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06320495,"threshold_uncertainty_score":0.2664503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202105746193046,"score_gpt":0.3356076566507588,"score_spread":0.3135865991888283,"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."}}