{"id":"W2076483997","doi":"10.1016/j.clgc.2014.03.009","title":"Concurrent Chemoradiotherapy for Men With Locally Advanced Penile Squamous Cell Carcinoma","year":2014,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Genital Health and Disease","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; BC Cancer Agency; McMaster University","funders":"","keywords":"Medicine; Chemoradiotherapy; Internal medicine; Radiation therapy; Oncology; Stage (stratigraphy); Mucositis; Proportional hazards model; Chemotherapy","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":[0.00026342,0.0002643887,0.0006149504,0.00004399209,0.0001144129,0.00001258431,0.000151298,0.0001472014,0.0002490004],"category_scores_gemma":[0.0001043755,0.000203549,0.0002468221,0.0001152001,0.0001595567,0.0000584083,0.00002952874,0.0002812186,0.00004339385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066981,"about_ca_system_score_gemma":0.0007887711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002994399,"about_ca_topic_score_gemma":0.000009706989,"domain_scores_codex":[0.9979739,0.00007357367,0.0005829097,0.0005650572,0.0002604526,0.0005440749],"domain_scores_gemma":[0.9977599,0.0003627726,0.0001759887,0.0004499847,0.0002470536,0.001004349],"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":[0.03735917,0.005807827,0.3934849,0.005883423,0.00005611312,0.0003041655,0.00030847,0.0003449963,0.001741244,0.00007385753,0.1137108,0.440925],"study_design_scores_gemma":[0.1161601,0.04848466,0.3873651,0.0001347803,0.001083085,0.0001077387,0.0003828411,0.01397605,0.00657849,0.0002187532,0.4237268,0.0017816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826487,0.004824817,0.0008940681,0.001343611,0.0006273706,0.001714432,0.00006213491,0.00009067964,0.007794168],"genre_scores_gemma":[0.9882171,0.00005288157,0.001280412,0.003820004,0.001905869,0.0004914973,0.00005360403,0.00006554613,0.004113154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4391434,"threshold_uncertainty_score":0.8300486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276988785044034,"score_gpt":0.3731778031250632,"score_spread":0.3404079152746229,"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."}}