{"id":"W2426334275","doi":"","title":"[Diagnosis based on prostate needle biopsy: inadequate correlation between pathologic results and clinical course for individual prognosis].","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Biopsy; Prostate cancer; Prostate; Malignancy; Prostatectomy; Cancer; Prostate-specific antigen; Prostate biopsy; Adenocarcinoma; Radiology; Urology; Pathology; Internal medicine","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":[0.007873123,0.0004587738,0.0007187441,0.002964052,0.0004714817,0.00123532,0.001540417,0.001720117,0.004865231],"category_scores_gemma":[0.03018212,0.0003584684,0.0004613175,0.003482003,0.002772803,0.001759437,0.001082147,0.001476037,0.002904202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000860261,"about_ca_system_score_gemma":0.00223268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008596967,"about_ca_topic_score_gemma":0.01312199,"domain_scores_codex":[0.9950575,0.002464276,0.0005242001,0.0004871858,0.001310047,0.0001568679],"domain_scores_gemma":[0.9915048,0.003747013,0.001624965,0.0008842243,0.001970866,0.0002681422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003026489,0.00004555014,0.05350932,0.002681345,0.0002552373,0.001919499,0.0005330684,0.0003558795,0.0004316104,0.03608442,0.3739532,0.5299281],"study_design_scores_gemma":[0.0001456173,0.0002991639,0.1442488,0.005845502,0.0002361363,0.03506602,0.0005385968,0.001808853,0.000420329,0.05069946,0.7605302,0.0001612067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02346728,0.6533054,0.03193019,0.1421395,0.03951195,0.0006901691,0.009332623,0.000659961,0.09896287],"genre_scores_gemma":[0.3460153,0.3640064,0.03341505,0.1654019,0.04676546,0.001049973,0.01291238,0.0005249733,0.02990861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008596967,"threshold_uncertainty_score":0.04163754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086880249707247,"score_gpt":0.364098978870673,"score_spread":0.2554109538999483,"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."}}