{"id":"W4361829263","doi":"10.2139/ssrn.4404850","title":"Safety and Efficacy of Immune Checkpoint Inhibitors in Patients with Advanced Penile Squamous Cell Carcinoma: An International Study from the Global Society of Rare Genitourinary Tumors","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Genitourinary system; Medicine; Basal cell; Immune checkpoint; Oncology; Penile cancer; Internal medicine; Cancer research; Immunotherapy; Cancer","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":[0.001351962,0.0002958843,0.00065302,0.0003815221,0.0002244538,0.0007937756,0.0002070651,0.0004525379,0.001108429],"category_scores_gemma":[0.002365454,0.000127887,0.0008663784,0.0007332947,0.0003083007,0.0005401753,0.0002701902,0.0009761964,0.0002113793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123257,"about_ca_system_score_gemma":0.000466624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004298833,"about_ca_topic_score_gemma":0.0005257331,"domain_scores_codex":[0.9994843,0.0001771081,0.00005237679,0.0001027173,0.0001098311,0.00007357135],"domain_scores_gemma":[0.9985551,0.0005232176,0.0005099572,0.0001077575,0.000116851,0.0001870723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06001764,0.002132696,0.8123826,0.0005291245,0.003579247,0.0003172052,0.0003438967,0.001034811,0.004229047,0.0002064135,0.001737549,0.1134897],"study_design_scores_gemma":[0.007660316,0.02465243,0.9559201,0.0001544665,0.002848067,0.000940251,0.0003502742,0.0006606927,0.001165593,0.0003205323,0.005285671,0.0000415692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925416,0.005261935,0.0001335319,0.0001651314,0.00002886053,0.00004430351,0.0006183597,0.000005175159,0.001201016],"genre_scores_gemma":[0.9959454,0.002040095,0.0000971728,0.0003409429,0.00008965956,0.00003171578,0.001074007,0.000005855493,0.0003751607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001351962,"threshold_uncertainty_score":0.007149994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008358605327527236,"score_gpt":0.2632255203084549,"score_spread":0.2548669149809276,"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."}}