{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612139,0.000137513,0.0002396032,0.001501801,0.002049138,0.001377309,0.001150954,0.0004913262,0.003843604],"category_scores_gemma":[0.005996264,0.000401751,0.0003587301,0.005705055,0.0008178817,0.0005929577,0.001431503,0.0005265963,0.0002173609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02711181,"about_ca_system_score_gemma":0.04266724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9735481,"about_ca_topic_score_gemma":0.9910035,"domain_scores_codex":[0.9982427,0.0001974352,0.0001861377,0.0001716708,0.0005440858,0.0006579234],"domain_scores_gemma":[0.9920157,0.0008100607,0.002885944,0.0002193559,0.001781459,0.002287464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004706807,0.0000328129,0.9862511,0.00008231536,0.00003006433,0.0001470682,0.004499157,0.0001079731,0.0001393839,0.0003500273,0.001449189,0.006863834],"study_design_scores_gemma":[0.000003023534,0.00001342487,0.9947433,0.00003701547,0.000005671998,0.00005807013,0.003714656,0.00009176326,0.00002774431,0.00003280089,0.001266068,0.000006478107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866191,0.0009770099,0.0000986046,0.00226074,0.00001619302,0.00004161387,0.003390285,0.00001362413,0.00658285],"genre_scores_gemma":[0.9968271,0.0006916028,0.0001031798,0.0001514068,0.000007125287,0.00001825374,0.0005800497,0.000006556258,0.001614632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9735481,"threshold_uncertainty_score":0.1967109,"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."}}