{"id":"W7095419337","doi":"","title":"FDA APPROVES URINE TEST FOR REPEAT PROSTATE BIOPSIES The US Food and Drug Administration","year":2012,"lang":"en","type":"article","venue":"","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food and drug administration; PCA3; Prostate biopsy; Prostate cancer; Prostate; Biopsy; Prostate-specific antigen; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00504182,0.0005036737,0.0008690399,0.001523146,0.001096927,0.001418557,0.001047262,0.004780399,0.06512329],"category_scores_gemma":[0.01651257,0.0005022713,0.0009510416,0.0008591069,0.0006078491,0.0007115856,0.0004748747,0.002241083,0.04030805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009219904,"about_ca_system_score_gemma":0.003183936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872959,"about_ca_topic_score_gemma":0.007260317,"domain_scores_codex":[0.9941585,0.001198354,0.0002632199,0.0003859795,0.003701749,0.0002921846],"domain_scores_gemma":[0.9841191,0.003215465,0.0009848418,0.001307699,0.009106973,0.001265945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002705548,0.0002209101,0.002120803,0.0001325804,0.00001590512,0.0002521749,0.00002639658,0.00005142772,0.001959759,0.001623515,0.8361678,0.1571581],"study_design_scores_gemma":[0.0001787646,0.0003916082,0.006908122,0.00022176,0.00002211048,0.001186906,0.00003154444,0.0002022406,0.001824001,0.0004989135,0.9885096,0.00002443179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02141812,0.01958934,0.02125321,0.0994105,0.02306971,0.003534688,0.02268163,0.01064294,0.7783999],"genre_scores_gemma":[0.1667816,0.01559313,0.04695079,0.1492053,0.01242804,0.003132666,0.02194477,0.002140138,0.5818236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06512329,"threshold_uncertainty_score":0.2178591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836553120801863,"score_gpt":0.2720941650753315,"score_spread":0.2537286338673128,"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."}}