{"id":"W2569702960","doi":"10.1016/j.clon.2016.12.006","title":"The Patterns of Practice and Outcomes of Penile Cancer in Ontario","year":2017,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Genital Health and Disease","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Penile cancer; Cancer; Oncology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520943,0.00003883823,0.0003385382,0.000010961,0.00004337765,0.000002222487,0.00007874377,0.00009201824,0.00007638679],"category_scores_gemma":[0.004193996,0.0000232012,0.00005055534,0.000007232787,0.0002019054,0.00003139191,0.00006205354,0.0002187537,0.000003016904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004323483,"about_ca_system_score_gemma":0.001047584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06271435,"about_ca_topic_score_gemma":0.3095779,"domain_scores_codex":[0.9991939,0.00008066312,0.0004561715,0.00009488783,0.00006706547,0.000107322],"domain_scores_gemma":[0.9973252,0.001845882,0.0003496398,0.0002603409,0.00007735533,0.0001415117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006673268,0.0003434215,0.9744816,0.00003816305,0.00001041327,0.00002587623,0.0001103331,8.261878e-8,0.000002112285,0.0000885858,0.0001451285,0.02408691],"study_design_scores_gemma":[0.002281033,0.0008823234,0.9762515,0.00001093215,0.00007592926,0.00000329379,0.0001207736,0.000003700016,0.000004022419,0.0001039098,0.02024321,0.00001933871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806875,0.0002831552,5.208319e-7,0.01261198,0.0003473761,0.0001718784,0.000005680924,0.000001420765,0.005890508],"genre_scores_gemma":[0.9971648,0.0001277045,0.0000727489,0.001312002,0.00003952492,0.00001059566,7.40977e-7,0.000002631389,0.001269271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468636,"threshold_uncertainty_score":0.9435271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336908461915899,"score_gpt":0.5374825096246018,"score_spread":0.4037916634330119,"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."}}