{"id":"W2019975070","doi":"10.1002/cncr.25974","title":"Conditional survival predictions after surgery for patients with penile carcinoma","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Genital Health and Disease","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nomogram; Medicine; Proportional hazards model; Cohort; Surgery; Penile cancer; Internal medicine; Overall survival; Carcinoma; Cancer; Oncology","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":[0.002443044,0.0004923867,0.0002616574,0.0008625018,0.0001732143,0.0005257044,0.0004292095,0.0002793235,0.001066715],"category_scores_gemma":[0.0114948,0.0001176366,0.0004672316,0.0005041778,0.0002006939,0.0003445724,0.0006246699,0.0005956296,0.0002380221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701079,"about_ca_system_score_gemma":0.0006018901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213017,"about_ca_topic_score_gemma":0.003518983,"domain_scores_codex":[0.9995499,0.0001803689,0.00004636994,0.00008148306,0.0000957426,0.00004603929],"domain_scores_gemma":[0.9930524,0.00421924,0.001401507,0.0003239933,0.0007143732,0.0002884994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519729,0.00002515297,0.963675,0.00002770549,0.00006898781,0.0000800523,0.00005635864,0.01801082,0.0002399183,0.0001570827,0.0005782545,0.01692854],"study_design_scores_gemma":[0.00002204079,0.0003424157,0.794739,0.00005174631,0.0001343675,0.0007615183,0.000125577,0.1995758,0.001732349,0.001017028,0.001467461,0.00003076423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805406,0.0003699935,0.01648405,0.0002201063,0.00002243866,0.0000380069,0.001358854,0.000142695,0.0008232396],"genre_scores_gemma":[0.9966461,0.00006412689,0.002171997,0.00001467072,0.00001122218,0.00001040597,0.0009942389,0.000005213795,0.00008199077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002443044,"threshold_uncertainty_score":0.0129202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567998704298465,"score_gpt":0.2733130573768115,"score_spread":0.2376330703338269,"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."}}