{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475382,0.0001436344,0.0001104222,0.0009595225,0.0002557044,0.000411926,0.0001342189,0.000197314,0.0008157471],"category_scores_gemma":[0.001959479,0.0001307695,0.000147094,0.0007700261,0.0004507113,0.0002275297,0.0001978144,0.0001842945,0.0001160332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476986,"about_ca_system_score_gemma":0.0002632489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056969,"about_ca_topic_score_gemma":0.002162202,"domain_scores_codex":[0.9997802,0.0000666897,0.00002511054,0.00002626743,0.00006381638,0.00003785256],"domain_scores_gemma":[0.9993423,0.0002346306,0.0002256188,0.00004454195,0.00007578936,0.00007720094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002973465,0.0000206751,0.9845562,0.00001602487,0.0000285986,0.0009263308,0.00005662868,0.0001501286,0.004607356,0.00006072514,0.00006684304,0.009213052],"study_design_scores_gemma":[0.000009524457,0.00008380559,0.9941812,0.000006174886,0.00004973307,0.003442283,0.0001907589,0.0002224675,0.001008677,0.0001451136,0.0006542568,0.000005944403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980932,0.001144227,0.0001396238,0.00006900539,0.000005216692,0.000003233035,0.00005472865,0.000002992516,0.0004878461],"genre_scores_gemma":[0.999398,0.0003224693,0.0001083371,0.00001141236,0.000009677478,0.000002121999,0.00005311884,0.000001141275,0.00009370378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056969,"threshold_uncertainty_score":0.002895713,"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."}}