{"id":"W2341717453","doi":"10.1089/gen.33.13.15","title":"Blood-Based Tumor Sequence","year":2013,"lang":"en","type":"article","venue":"Genetic Engineering & Biotechnology News","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dempsey (Canada)","funders":"","keywords":"Sequence (biology); Download; Volume (thermodynamics); Biology; Tumor cells; World Wide Web; Computer science; Genetics; Physics; Cancer research","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004606904,0.000260717,0.0001953088,0.0001047278,0.00006353092,0.00002277354,0.0003748106,0.0002823349,0.00003864988],"category_scores_gemma":[0.00007567145,0.0002626592,0.0000868867,0.0001510999,0.0001180263,7.045959e-7,0.0001607826,0.0001491866,0.00007282424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001041268,"about_ca_system_score_gemma":0.00004941749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007769627,"about_ca_topic_score_gemma":0.00001404218,"domain_scores_codex":[0.9987467,0.00001269339,0.0002407105,0.0004690286,0.00008065976,0.0004501968],"domain_scores_gemma":[0.9991655,0.00001077706,0.00005973981,0.0006249741,0.00005349474,0.00008546045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002576155,0.00003334793,0.001780154,0.0000149924,0.00005469382,0.000008061857,0.000004787331,0.003859855,0.9911661,0.00009602695,0.0004025347,0.002576862],"study_design_scores_gemma":[0.0005562369,0.0004798958,0.01026329,0.00001425031,0.00004021987,0.00009745782,0.0000229549,0.00240461,0.951115,0.0001424127,0.03436949,0.0004942311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914657,0.002210174,0.004824019,0.0007667228,0.000223394,0.0003086159,0.00001056461,0.00006162028,0.0001291122],"genre_scores_gemma":[0.9657481,0.0002582188,0.03313239,0.0004358756,0.0001351862,0.0001348142,0.00001108266,0.00004371142,0.0001006419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04005115,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006169698813036989,"score_gpt":0.1888246774539431,"score_spread":0.1826549786409061,"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."}}