{"id":"W4243150695","doi":"10.21037/tcr.2018.02.05","title":"Genomic instability and circulating tumor cells in prostate cancer","year":2018,"lang":"en","type":"article","venue":"Translational Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute in Oncology and Hematology","funders":"","keywords":"Circulating tumor cell; Prostate cancer; Grading (engineering); Genome instability; Medicine; Prostate; Pathological; Primary tumor; Cancer; Tumor cells; Oncology; Pathology; Cancer research; Internal medicine; Biology; Metastasis; DNA; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009879642,0.0001335295,0.0002268525,0.0003063003,0.0002209061,0.00003961787,0.00008708159,0.00004938441,0.001016454],"category_scores_gemma":[0.00002520145,0.0001121086,0.00003975374,0.0006501894,0.0006427483,0.0001313552,0.00004218316,0.0004857933,0.00002518826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004500864,"about_ca_system_score_gemma":0.001300512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536202,"about_ca_topic_score_gemma":0.002441629,"domain_scores_codex":[0.9977511,0.0001413679,0.0002707758,0.0004708155,0.0007695525,0.0005963905],"domain_scores_gemma":[0.9990079,0.0001489061,0.0000268946,0.0001822176,0.0004362524,0.0001978725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002422817,0.0001667574,0.8175326,0.0004411735,0.00007014685,0.00006500912,0.003798262,0.00006653556,0.1493643,0.0002207084,0.0001892504,0.02566238],"study_design_scores_gemma":[0.004684939,0.0003371872,0.9564828,0.0003194904,0.00001961551,0.00001441547,0.0002382746,0.002129294,0.0290891,0.001523769,0.004964225,0.0001968924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873592,0.004558363,0.00000399146,0.004508159,0.00007203056,0.001187795,0.0001481041,0.00002291555,0.002139449],"genre_scores_gemma":[0.9974525,0.0009251018,0.0001853729,0.00009273408,0.0002902354,0.0004069367,0.00002424163,0.00002734256,0.0005955563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389502,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113687479310717,"score_gpt":0.4360501692652007,"score_spread":0.324681421334129,"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."}}