{"id":"W3105528896","doi":"10.37469/0507-3758-2019-65-5-691-700","title":"DEPENDENCE OF OVERALL AND RELAPSE-FREE PATIENTS SURVIVAL FROM MOLECULAR GENETIC SUBTYPE OF ESOPHAGEAL SQUAMOUS CELL CANCER","year":2019,"lang":"en","type":"article","venue":"Voprosy Onkologii","topic":"Cancer-related gene regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Biology; Sanger sequencing; Cancer research; Single-nucleotide polymorphism; Cancer; SOX2; Gene; Medicine; Genetics; Genotype; DNA sequencing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453342,0.0001077697,0.0001772452,0.0002635942,0.000137484,0.0002655775,0.0001539204,0.0002417947,0.002191455],"category_scores_gemma":[0.000891334,0.00007648013,0.0003216064,0.0001800903,0.0001151848,0.0001550802,0.0002206905,0.0002527907,0.0002785483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690016,"about_ca_system_score_gemma":0.0001403109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282406,"about_ca_topic_score_gemma":0.002216419,"domain_scores_codex":[0.9998314,0.00003061037,0.0000131078,0.00005460898,0.0000268664,0.00004337872],"domain_scores_gemma":[0.9995719,0.0001399925,0.00009601673,0.00003632312,0.0000412487,0.0001145225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004978916,0.00001918815,0.9919598,0.00000908157,0.00007088938,0.0002164551,0.00005712333,0.0003548726,0.001515961,0.000039684,0.0001557157,0.005103303],"study_design_scores_gemma":[0.000003581878,0.00006978088,0.9987981,0.000002641789,0.00002930762,0.0003571226,0.00004809546,0.0002808417,0.0001317931,0.00005069879,0.0002256205,0.000002416647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984947,0.000328614,0.00007390012,0.00003227525,0.000005069782,0.000002334829,0.0002626358,0.000005179136,0.0007952035],"genre_scores_gemma":[0.9994038,0.00005328719,0.00001276641,0.00000641822,0.000004033504,0.000002252749,0.0002569579,0.00000197136,0.0002584596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002191455,"threshold_uncertainty_score":0.007331133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004358235148630496,"score_gpt":0.2095994426496429,"score_spread":0.2052412075010124,"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."}}