{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00495826,0.0009973353,0.00105493,0.008192492,0.0008224099,0.001763942,0.002460185,0.001049237,0.006586239],"category_scores_gemma":[0.01089855,0.000328903,0.001275208,0.007848842,0.0009971296,0.002496626,0.001379038,0.002186649,0.004695325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957704,"about_ca_system_score_gemma":0.007025966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03443871,"about_ca_topic_score_gemma":0.02074562,"domain_scores_codex":[0.9971215,0.00072839,0.0005884899,0.0002969918,0.0009741489,0.0002904547],"domain_scores_gemma":[0.9918779,0.0005750542,0.0007553177,0.0002991543,0.00610395,0.0003885492],"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":[0.000141555,0.00004151115,0.01887021,0.002356535,0.00006022363,0.0003131302,0.0004855295,0.000768476,0.0007000866,0.009203237,0.4363698,0.5306897],"study_design_scores_gemma":[0.00001401526,0.00004925619,0.01321725,0.003115381,0.00005795611,0.001922358,0.0003956351,0.0003123215,0.0002795875,0.002432541,0.9781612,0.00004244946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02464404,0.6743442,0.03479278,0.07329985,0.02917814,0.001597327,0.03924024,0.001691181,0.1212122],"genre_scores_gemma":[0.08716257,0.5877202,0.08313908,0.01741254,0.01195613,0.002576964,0.1586715,0.001468212,0.04989294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03443871,"threshold_uncertainty_score":0.0684765,"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."}}