{"id":"W1907685603","doi":"10.5489/cuaj.922","title":"What next? Managing lymph nodes in men with penile cancer","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Genital Health and Disease","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Penile cancer; Groin; Penis; Medicine; Lymph; Credence; General surgery; Basal cell; Inguinal lymph nodes; Relocation; Surgery; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008738867,0.000318383,0.0006636907,0.000635959,0.00101942,0.00134712,0.0007466947,0.001570327,0.002256045],"category_scores_gemma":[0.003173298,0.0001598578,0.0002909567,0.0004353522,0.0008264272,0.00171581,0.0007335452,0.001841604,0.0006165833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009179933,"about_ca_system_score_gemma":0.002676867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287099,"about_ca_topic_score_gemma":0.01689997,"domain_scores_codex":[0.9995634,0.0001692668,0.00004022448,0.00002827839,0.0001339658,0.00006485174],"domain_scores_gemma":[0.9993554,0.0002283946,0.0001179859,0.00001034365,0.00008161323,0.000206394],"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":[0.000232793,0.0001882556,0.03776158,0.006182872,0.0001232455,0.02512231,0.003171721,0.001057464,0.002452039,0.004668261,0.1050378,0.8140016],"study_design_scores_gemma":[0.0001373452,0.001353886,0.07920907,0.02642026,0.0002594581,0.1837344,0.02025514,0.0009619847,0.00202914,0.01987553,0.6655301,0.0002336741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02621713,0.7991239,0.004219098,0.128864,0.00823256,0.0001288035,0.0001145479,0.0001116594,0.03298831],"genre_scores_gemma":[0.1848847,0.7523046,0.009452255,0.03004853,0.01736581,0.0001082895,0.0001424233,0.00004225893,0.005651145],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004287099,"threshold_uncertainty_score":0.008524299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403053117274386,"score_gpt":0.2503221546626032,"score_spread":0.2362916234898593,"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."}}