{"id":"W2094828750","doi":"10.3892/ol.2011.271","title":"Clinicopathological and prognostic implications of genetic alterations in oral cancers","year":2011,"lang":"en","type":"article","venue":"Oncology Letters","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"National Institutes of Health; Indian Council of Medical Research","keywords":"Oncology; Internal medicine; Oncogene; Biology; Exact test; Proportional hazards model; Comparative genomic hybridization; Univariate; Univariate analysis; Molecular medicine; Correlation; Population; Multivariate analysis; Cancer; Medicine; Multivariate statistics; Cell cycle; Gene; Genetics; Chromosome","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":[0.00007661912,0.00006643813,0.0002261036,0.00007294225,0.00002877305,0.000001520159,0.00003810078,0.00005204761,0.00003682603],"category_scores_gemma":[0.00005166229,0.00005630313,0.0000317226,0.00009866053,0.000239347,0.00001968713,0.00002888089,0.0001091178,0.000002990562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008159622,"about_ca_system_score_gemma":0.00008719428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787239,"about_ca_topic_score_gemma":0.0004755675,"domain_scores_codex":[0.9994038,0.00004163738,0.0002179432,0.0001653687,0.00003721542,0.0001339941],"domain_scores_gemma":[0.999685,0.0000726932,0.00005426535,0.0001154683,0.00002684724,0.00004574717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006530814,0.00008654674,0.9892848,0.00001435991,0.00001737488,0.00005865612,0.001375427,0.000001358785,0.003331195,0.00009254932,0.0009698704,0.004702596],"study_design_scores_gemma":[0.0007745579,0.0004683446,0.9978415,0.0000163985,0.00007404576,0.00008724007,0.0001203769,0.000009019315,0.00008867715,0.00007864322,0.000391978,0.00004916299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902036,0.0004139424,0.0001281573,0.006338965,0.00007045284,0.0002595576,0.000004344684,0.00001255591,0.002568465],"genre_scores_gemma":[0.9917967,0.00009389466,0.004565699,0.003386098,0.00003466047,0.00009989135,0.000003728849,0.000005196528,0.00001408322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008556797,"threshold_uncertainty_score":0.2295975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07416583406306194,"score_gpt":0.3394351796882423,"score_spread":0.2652693456251804,"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."}}