{"id":"W4237780453","doi":"10.1016/j.ijrobp.2018.06.123","title":"Association of Circulating Tumor Cells (CTCs) and Genomic Signatures in Prostate Cancer Patients","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Circulating tumor cell; Oncology; Internal medicine; Cancer; Population; Biomarker; Radiation therapy; Metastasis; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381206,0.0001196898,0.0002734076,0.0004109385,0.0002827262,0.0006083855,0.0002633641,0.0004164203,0.003297403],"category_scores_gemma":[0.001446878,0.0001659842,0.0002042717,0.0006842953,0.0001677559,0.0003488669,0.0003050649,0.0006387852,0.000244629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030938,"about_ca_system_score_gemma":0.0002733487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661775,"about_ca_topic_score_gemma":0.002378064,"domain_scores_codex":[0.999779,0.0000329357,0.00001961427,0.00005558709,0.00004889589,0.00006391614],"domain_scores_gemma":[0.9993629,0.0001797819,0.0001924801,0.00003342916,0.00007306643,0.0001583157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000386027,0.00004739142,0.9913234,0.00001938381,0.00005682222,0.0001689802,0.00006904597,0.000106267,0.001507296,0.00007285604,0.0003078552,0.005934751],"study_design_scores_gemma":[0.00001299848,0.0001671815,0.997067,0.000006187148,0.00007108312,0.0008509732,0.0001887206,0.0005717115,0.0003110213,0.0001496663,0.0005962904,0.000007084135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978333,0.0006380808,0.0001417085,0.0001057034,0.00001591126,0.00000437171,0.0003596307,0.00001202862,0.0008891559],"genre_scores_gemma":[0.9994712,0.00008044919,0.00004531127,0.00002704893,0.000013774,0.00000225669,0.0001513661,0.000001994691,0.000206486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003297403,"threshold_uncertainty_score":0.01103097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192511880819724,"score_gpt":0.3097616220982297,"score_spread":0.2978365032900324,"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."}}