{"id":"W6965030351","doi":"10.3204/pubdb-2023-07394","title":"Development of DNA aptamers for visualization of glial brain tumors and detection of circulating tumor cells","year":2023,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIH Clinical Center; Tomsk State University; University of Ottawa","keywords":"Aptamer; In vivo; Ex vivo; DNA; Circulating tumor cell; Brain tumor; Cancer; Cell","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078901,0.0001904797,0.0003323309,0.0002480065,0.0002883047,0.00001540719,0.0002372872,0.00007178244,0.0000902187],"category_scores_gemma":[0.0004181285,0.0002000341,0.00006633434,0.000722333,0.0003415434,0.0005772684,0.0003681364,0.00007676458,0.00002488894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214589,"about_ca_system_score_gemma":0.00005546432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104121,"about_ca_topic_score_gemma":0.0004149846,"domain_scores_codex":[0.9981169,0.00009875208,0.0006641846,0.0004599153,0.0003441386,0.0003161048],"domain_scores_gemma":[0.9986233,0.0002285786,0.0006541754,0.0002979191,0.0001162418,0.00007985361],"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":[0.0001237169,0.0003594352,0.1097595,0.0002701541,0.0001207669,9.153285e-7,0.002280114,0.00007340751,0.8768637,0.0003147474,0.001087664,0.008745919],"study_design_scores_gemma":[0.001571619,0.0003114865,0.3797677,0.00004498482,0.00009929838,0.000003246206,0.00312911,0.004281916,0.6056726,0.00003935759,0.004717948,0.0003607501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933707,0.00001508579,0.00497822,0.0001869677,0.00006562215,0.0009668024,0.000274447,0.00006041046,0.00008171806],"genre_scores_gemma":[0.9940541,0.000009486333,0.005103249,0.00004569073,0.00002004737,0.0001298924,0.0005753587,0.00001511812,0.000047034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711911,"threshold_uncertainty_score":0.8157155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409670328271155,"score_gpt":0.2500452586833134,"score_spread":0.2259485554006019,"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."}}