{"id":"W4304757201","doi":"10.1111/his.14824","title":"WHO 2022 classification of penile and scrotal cancers: updates and evolution","year":2022,"lang":"en","type":"review","venue":"Histopathology","topic":"Genital Health and Disease","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Cancer Research UK; Francis Crick Institute; World Health Organization","keywords":"Verrucous carcinoma; Medicine; Penile cancer; Lichen sclerosus; Carcinoma; Pathology; Basal cell carcinoma; Basal cell; Cancer; Dermatology; 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":[0.0001780929,0.0001512439,0.0007945403,0.0001963356,0.00009000022,0.000002288897,0.0000446414,0.0001436837,0.0003010164],"category_scores_gemma":[0.0001005945,0.0001402857,0.00008112951,0.0001337367,0.0001873751,0.000025971,0.00006302901,0.0002363263,0.000007301368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375959,"about_ca_system_score_gemma":0.0007612565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009113365,"about_ca_topic_score_gemma":0.00001687816,"domain_scores_codex":[0.9989175,0.0001425021,0.0003501162,0.0003211797,0.0001079004,0.000160866],"domain_scores_gemma":[0.9992877,0.00005182709,0.0002440778,0.0002225603,0.00003110028,0.0001627105],"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":[0.0002160905,0.0001409651,0.002711084,0.07563602,0.00000716884,0.0001875982,0.000262347,5.817954e-8,0.00003689251,0.002152184,0.00642338,0.9122262],"study_design_scores_gemma":[0.0003185144,0.0003116107,0.01424283,0.0002768735,0.0006013444,0.0007186839,0.00006918865,0.000009567754,8.24523e-8,0.0000684734,0.9832744,0.0001084521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001916555,0.9956723,0.000004844178,0.00004868719,0.0002060871,0.000565659,0.0001487113,0.00001579007,0.001421382],"genre_scores_gemma":[0.008221691,0.9900734,0.00005719596,0.00006140793,0.0000749523,0.0001851926,0.0004139699,0.00002029227,0.0008919422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.976851,"threshold_uncertainty_score":0.5720683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365108327559509,"score_gpt":0.3490335059161641,"score_spread":0.295382422640569,"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."}}