{"id":"W2512087425","doi":"10.1016/j.euf.2016.08.001","title":"Gene Expression Profiling of Advanced Penile Squamous Cell Carcinoma Receiving Cisplatin-based Chemotherapy Improves Prognostication and Identifies Potential Therapeutic Targets","year":2016,"lang":"en","type":"letter","venue":"European Urology Focus","topic":"Genital Health and Disease","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Hazard ratio; Oncology; Internal medicine; Cisplatin; Gene expression profiling; Univariate analysis; Chemotherapy; Multivariate analysis; Gene expression; Gene; Confidence interval; Biology","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":[0.0004355286,0.0001335728,0.0004907935,0.0002119496,0.0003286187,0.0006206627,0.0002066895,0.001752118,0.0008760547],"category_scores_gemma":[0.002347747,0.00009674014,0.0002000852,0.0003440764,0.0003466546,0.0003397201,0.0001736392,0.001873148,0.0005859506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787095,"about_ca_system_score_gemma":0.0003451734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004855848,"about_ca_topic_score_gemma":0.001037725,"domain_scores_codex":[0.9997155,0.00008155361,0.0000353469,0.00003098456,0.00008974339,0.00004679766],"domain_scores_gemma":[0.9994071,0.0003094455,0.0000422142,0.00003548458,0.0001381136,0.00006778473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004026466,0.0004723648,0.1441409,0.0006042006,0.0001155093,0.04783034,0.001078501,0.001094807,0.1043767,0.003435116,0.2828083,0.4100169],"study_design_scores_gemma":[0.0004605438,0.002167742,0.1982666,0.0003776942,0.0003252644,0.08060865,0.002404144,0.008892977,0.05314614,0.01481835,0.6384261,0.0001059125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3270392,0.01455318,0.004307549,0.6198874,0.01252151,0.00015981,0.001135004,0.0002154306,0.02018095],"genre_scores_gemma":[0.7992375,0.01079695,0.004697829,0.154413,0.01484438,0.0001787014,0.0006448368,0.00006914917,0.01511773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001752118,"threshold_uncertainty_score":0.004198909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009319832998244775,"score_gpt":0.2394722002862705,"score_spread":0.2301523672880258,"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."}}