{"id":"W2898178720","doi":"10.1016/j.jtho.2018.08.280","title":"OA08.07 In Silico Discovery of Unannotated miRNAs in Malignant Pleural Mesothelioma Reveals Novel Tissue-of-Origin Markers","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"microRNA; In silico; Computational biology; Biology; Gene; Untranslated region; RNA; 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":[0.002403672,0.0001798704,0.001286308,0.0006765297,0.00002362705,0.000003832365,0.0002046723,0.0002157689,0.00007817261],"category_scores_gemma":[0.001368918,0.0001289087,0.0001313143,0.0005222474,0.0007956869,0.0001246022,0.00007339114,0.0005277986,0.000008851302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185337,"about_ca_system_score_gemma":0.000431924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148636,"about_ca_topic_score_gemma":0.0001223311,"domain_scores_codex":[0.9973091,0.0003826157,0.001420142,0.0001968192,0.0003351554,0.0003562032],"domain_scores_gemma":[0.9978397,0.0005595128,0.000945146,0.0002110754,0.000319817,0.0001246811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007659784,0.001774504,0.4571267,0.0004654165,0.0003406827,0.003478978,0.003232871,0.00001066073,0.4865512,0.00008963087,0.00544117,0.03382843],"study_design_scores_gemma":[0.007820185,0.01324547,0.8904611,0.004158907,0.0005699646,0.005917807,0.003056476,0.0001825523,0.06161216,0.0008701693,0.01172599,0.0003791358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990388,0.001308771,0.0002534835,0.005496976,0.0007952841,0.0001914502,0.00001098038,0.000005543649,0.001549536],"genre_scores_gemma":[0.9931732,0.0002046629,0.004920352,0.0005101314,0.0002463739,0.00000357813,0.000002501035,0.00001693468,0.0009222011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333345,"threshold_uncertainty_score":0.5256744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859692488308954,"score_gpt":0.4420681023815785,"score_spread":0.393471177498489,"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."}}