{"id":"W3035038380","doi":"10.18632/oncotarget.27616","title":"Tumor microRNA profile and prognostic value for lymph node metastasis in oral squamous cell carcinoma patients","year":2020,"lang":"en","type":"article","venue":"Oncotarget","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"BC Cancer Foundation; Terry Fox Research Institute","keywords":"microRNA; Medicine; NODAL; Oncology; Proportional hazards model; Lymph node; Metastasis; Cancer research; Basal cell; Disease; Internal medicine; Cancer; Pathology; Gene; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007122908,0.0001595707,0.000164415,0.00002828275,0.00004100958,0.00001962572,0.0001055749,0.00007025376,0.00002078387],"category_scores_gemma":[0.0001433456,0.0001609487,0.00006574037,0.00007779137,0.00003443065,0.000005640695,0.00008613297,0.00003903781,0.000007985142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002710078,"about_ca_system_score_gemma":0.00008877047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002052444,"about_ca_topic_score_gemma":0.000004067391,"domain_scores_codex":[0.9990224,0.00005370209,0.000206952,0.000390534,0.00008658143,0.0002398881],"domain_scores_gemma":[0.9995562,0.00001528851,0.00008597473,0.0001448378,0.00006775675,0.0001299124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003074164,0.0002482652,0.6073048,0.0003052164,0.00001477937,0.000006278622,0.0001066879,0.00009282016,0.3877724,0.00001050988,0.003514798,0.0003160531],"study_design_scores_gemma":[0.005267196,0.0005969799,0.6008357,0.00001437156,0.0001013774,0.000003650132,0.00005620845,0.002349437,0.3733593,0.00003937939,0.01689612,0.0004802765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976141,0.0007393305,0.0003184233,0.0001496607,0.00005265183,0.0006960965,0.0002852688,0.00001016104,0.0001342523],"genre_scores_gemma":[0.9931154,0.000003140359,0.005401584,0.000491477,0.00008504118,0.00009427837,0.0007334555,0.00003284229,0.00004278397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441309,"threshold_uncertainty_score":0.6563299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013467605751005,"score_gpt":0.229351226971577,"score_spread":0.2192165509140669,"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."}}