{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871962,0.0002555179,0.0005127701,0.00009347681,0.00007031,0.00001005653,0.0001272211,0.00007247506,0.0001410668],"category_scores_gemma":[0.0004922418,0.0001931679,0.0001774531,0.000342928,0.0001540069,0.00004167156,0.0001025737,0.0001464172,0.0001745337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009510869,"about_ca_system_score_gemma":0.0002134248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960625,"about_ca_topic_score_gemma":0.00001077443,"domain_scores_codex":[0.997883,0.00005048631,0.0003633751,0.0003652387,0.0008362582,0.0005016027],"domain_scores_gemma":[0.998672,0.0001446345,0.0001804226,0.000417221,0.0002023166,0.0003834124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700127,0.0008874824,0.9923111,0.0005392949,0.0001332893,0.001628075,0.0004692137,0.00001080029,0.0006142842,0.00002418301,0.002212717,0.0009995964],"study_design_scores_gemma":[0.006585691,0.001035417,0.9889027,0.0001806367,0.0004391597,0.00001685772,0.0002778654,0.00009894412,0.001591272,0.00006227432,0.0006531767,0.0001559583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972885,0.0004817338,0.000009559133,0.0003159187,0.0006477974,0.0005101079,0.0002819228,0.0001239869,0.0003404394],"genre_scores_gemma":[0.9979605,0.00002086848,0.000089212,0.0002089709,0.0001227093,0.0000220483,0.0006703384,0.00004642627,0.0008589116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006415678,"threshold_uncertainty_score":0.7877156,"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."}}