{"id":"W1975163069","doi":"10.1016/j.juro.2010.02.1592","title":"1743 RELATIONSHIP BETWEEN INITIAL PSA DENSITY WITH FUTURE PSA KINETICS AND REPEAT BIOPSIES IN MEN WITH PROSTATE CANCER ON ACTIVE SURVEILLANCE","year":2010,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Cancer; Urology; Biopsy; Gynecology; Oncology; Testosterone (patch); Internal medicine","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":[0.0004377488,0.0001562411,0.000288083,0.000651592,0.000324602,0.0005099669,0.0003767803,0.0005637318,0.005199824],"category_scores_gemma":[0.004181841,0.0002764993,0.0004904044,0.0008452825,0.0001905058,0.0004823651,0.0003548319,0.001038926,0.0006227606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487478,"about_ca_system_score_gemma":0.0003464595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005476843,"about_ca_topic_score_gemma":0.005365487,"domain_scores_codex":[0.9997548,0.00005539058,0.000027347,0.00003866831,0.00007381275,0.00004998756],"domain_scores_gemma":[0.9976108,0.0007840569,0.00072035,0.00008054863,0.0003058245,0.000498395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343312,0.00002825212,0.9975893,0.00001042976,0.00002478696,0.0000582024,0.00002526631,0.0000458216,0.00004523467,0.00001321187,0.0002856649,0.001739609],"study_design_scores_gemma":[0.00000983374,0.0001772307,0.9985616,0.00001677634,0.000030674,0.0003986289,0.0001214155,0.000289072,0.00003940656,0.00003304054,0.0003144543,0.000007907897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950137,0.002470334,0.00009273944,0.0003945505,0.00004009191,0.00001612398,0.000553576,0.000009910686,0.001409041],"genre_scores_gemma":[0.9983478,0.0004060114,0.00006140325,0.00004858829,0.00004598865,0.000007325856,0.0004060593,0.000002744604,0.0006742437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005476843,"threshold_uncertainty_score":0.01739514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394921715371585,"score_gpt":0.3195246592674479,"score_spread":0.2955754421137321,"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."}}