{"id":"W2980040311","doi":"10.1373/clinchem.2019.310912","title":"Tumor-Associated Release of Prostatic Cells into the Blood after Transrectal Ultrasound-Guided Biopsy in Patients with Histologically Confirmed Prostate Cancer","year":2019,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direction Générale de l’offre de Soins; Federación Española de Enfermedades Raras; CNIB","keywords":"Prostate cancer; Medicine; Biopsy; Prostate; Circulating tumor cell; Urology; Prostate biopsy; Cancer; PCA3; Prostate-specific antigen; Pathology; Internal medicine; Oncology; Metastasis","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":[0.0002152137,0.0002461537,0.0006580841,0.00001660709,0.00002486591,0.000011255,0.0001245041,0.0001451065,0.0003332547],"category_scores_gemma":[0.0002651315,0.0001439393,0.0001592773,0.0002016278,0.0003430538,0.00003564253,0.0000242116,0.000390832,0.000008758268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739454,"about_ca_system_score_gemma":0.0002878424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087217,"about_ca_topic_score_gemma":0.00002237657,"domain_scores_codex":[0.9979768,0.00006833177,0.0008246128,0.0004859027,0.000322434,0.0003218981],"domain_scores_gemma":[0.9984159,0.0004529132,0.0003423512,0.0003855,0.0002288562,0.0001744935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002670934,0.002889779,0.9871642,0.0004005873,0.0002169638,0.00008034471,0.0003517725,0.00000383454,0.005740418,4.720552e-7,0.0001381791,0.0003424899],"study_design_scores_gemma":[0.01410162,0.001417295,0.9186328,0.0006651769,0.0003988142,0.000007617632,0.00005657881,0.000007431295,0.06435528,0.00002124432,0.0001236751,0.0002124778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972694,0.0003803044,1.398299e-7,0.0005778451,0.0001083153,0.001351752,0.0001075933,0.00002750568,0.0001771261],"genre_scores_gemma":[0.9982634,0.000159218,0.0000766785,0.000566711,0.00002514261,0.0003790669,0.0001020345,0.00002887826,0.0003988385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06853144,"threshold_uncertainty_score":0.5869675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009398608605967505,"score_gpt":0.2735425783421411,"score_spread":0.2641439697361735,"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."}}