{"id":"W4286472070","doi":"10.5489/cuaj.7821","title":"The relationship of human papillomavirus positivity with tumor characteristics in an Irish penile cancer population","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Genital Health and Disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penile cancer; Medicine; Cohort; Malignancy; Cancer; Population; HPV infection; Oncology; Internal medicine; Cervical cancer; Gynecology","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":[0.0006434277,0.0001738447,0.0002640684,0.0008387571,0.0003544046,0.0007469399,0.0003604361,0.0002495657,0.002182517],"category_scores_gemma":[0.002712887,0.0002061253,0.000280825,0.001062304,0.0002979167,0.0004512153,0.0005556546,0.0004304496,0.0003191144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006020697,"about_ca_system_score_gemma":0.0005472153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508835,"about_ca_topic_score_gemma":0.01095966,"domain_scores_codex":[0.9995914,0.00006111742,0.0000428848,0.0001002262,0.00009232496,0.0001119839],"domain_scores_gemma":[0.9981298,0.000255595,0.0008946545,0.0001114348,0.0002845536,0.0003240577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003663269,0.0000111908,0.9990596,0.000003252018,0.00001008078,0.00004139022,0.00004223326,0.00001460902,0.00007192847,0.000002605438,0.00007526158,0.0006311766],"study_design_scores_gemma":[0.000001913649,0.00005765006,0.9992599,0.00000308278,0.000005490673,0.0002528102,0.0002043186,0.00004576362,0.00002187046,0.000004394638,0.0001407161,0.00000207456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989898,0.00007777372,0.00003178298,0.00003257808,0.000003734,0.000009360017,0.000440632,0.000001936495,0.0004125096],"genre_scores_gemma":[0.9993153,0.00006388983,0.0000312724,0.00001844078,0.000006114177,0.00001196564,0.0004101564,0.00000161385,0.0001412547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508835,"threshold_uncertainty_score":0.03000104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778207857748839,"score_gpt":0.2983483122002689,"score_spread":0.2705662336227805,"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."}}