{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012978,0.0001253528,0.0003124043,0.0009997222,0.0002328766,0.0008951025,0.0003007347,0.0005883222,0.002315893],"category_scores_gemma":[0.001864997,0.0001231466,0.0000942217,0.001053564,0.0004614888,0.0004881872,0.0003508625,0.0007122817,0.0002839838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998013,"about_ca_system_score_gemma":0.0004048111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062975,"about_ca_topic_score_gemma":0.0008796905,"domain_scores_codex":[0.9996271,0.0001205671,0.00002046532,0.00005602278,0.0001386104,0.00003717783],"domain_scores_gemma":[0.998914,0.0003316868,0.0004872602,0.00003485359,0.0001060217,0.0001261619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002831018,0.0003607205,0.4866278,0.001425271,0.000323042,0.007407673,0.001649773,0.002222596,0.05496051,0.01822312,0.01091584,0.4130526],"study_design_scores_gemma":[0.0001254811,0.00186303,0.8059039,0.0005241933,0.0003835267,0.05001935,0.001208667,0.004645642,0.01712031,0.02805227,0.09001218,0.0001413388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6623241,0.3144522,0.005259931,0.005697825,0.0003478827,0.00004442869,0.0004784852,0.0001390202,0.01125615],"genre_scores_gemma":[0.9770201,0.01993435,0.0007949421,0.0003612074,0.0004030832,0.00001087259,0.000166265,0.0000100002,0.001299127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002315893,"threshold_uncertainty_score":0.007747412,"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."}}