{"id":"W4321786717","doi":"10.3390/medicina59030451","title":"Survival of Testicular Pure Embryonal Carcinoma vs. Mixed Germ Cell Tumor Patients across All Stages","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Goethe-Universität Frankfurt am Main; Deutsche Forschungsgemeinschaft","keywords":"Embryonal carcinoma; Testicular cancer; Germ cell tumors; Hazard ratio; Seminoma; Testicular Germ Cell Tumor; Germ cell; Cancer; Carcinoma; Oncology; Proportional hazards model; Internal medicine; Medicine; Biology; Confidence interval; Chemotherapy; Cellular differentiation; Genetics","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":[0.0005782369,0.0001421205,0.0003381913,0.0005801237,0.0001861191,0.0004602699,0.0003421755,0.0001591486,0.001421331],"category_scores_gemma":[0.001906241,0.00009829905,0.0004928551,0.0007007793,0.0001541428,0.0003526136,0.0004650971,0.0002655749,0.00009782757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667586,"about_ca_system_score_gemma":0.0003859122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213084,"about_ca_topic_score_gemma":0.006008352,"domain_scores_codex":[0.9996359,0.00007894477,0.00003147933,0.0001195455,0.00005957394,0.00007455312],"domain_scores_gemma":[0.9988282,0.000293037,0.0004808673,0.00008164925,0.00009112073,0.0002250306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001853179,0.000006364446,0.9979435,0.000009161586,0.00009518773,0.00004035117,0.0000306298,0.0001476246,0.000108395,0.00002742497,0.0001053066,0.001300806],"study_design_scores_gemma":[0.00001252399,0.0001291208,0.998157,0.000006499935,0.00008755436,0.0004377658,0.0001219471,0.0006678674,0.000125065,0.0000693241,0.0001807463,0.000004612785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987803,0.0001829878,0.0001053993,0.00002001916,0.000003597939,0.000003766571,0.0007521001,0.000003358657,0.0001485253],"genre_scores_gemma":[0.9991598,0.00004481394,0.00003087781,0.000006649763,0.000003868273,0.000002703946,0.0007111527,0.000001176329,0.00003894791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003213084,"threshold_uncertainty_score":0.006388724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753038766523644,"score_gpt":0.2827490506059275,"score_spread":0.2652186629406911,"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."}}