{"id":"W2129091212","doi":"10.1148/radiol.2323030841","title":"Prostate Cancer: Gadolinium-enhanced MR Imaging at 3 Weeks Compared with Needle Biopsy at 6 Months after Cryoablation","year":2004,"lang":"en","type":"article","venue":"Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cryoablation; Biopsy; Magnetic resonance imaging; Prostate cancer; Radiology; Prostate; Gadolinium; Cryosurgery; Prostate biopsy; Cancer; Nuclear medicine; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006283198,0.0002530961,0.000480416,0.0000907807,0.0001193626,0.00001109616,0.00005465029,0.00007568582,0.0002666097],"category_scores_gemma":[0.000008613432,0.0001891803,0.00007541,0.0001527836,0.0001886762,0.00008186981,0.00004934284,0.0001202546,0.00008368991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458099,"about_ca_system_score_gemma":0.0001563137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004943606,"about_ca_topic_score_gemma":0.000377153,"domain_scores_codex":[0.9985999,0.0000356012,0.0002798565,0.0004795773,0.0001390657,0.0004660422],"domain_scores_gemma":[0.9992281,0.0000389624,0.0001391458,0.0003158249,0.00009806338,0.0001799442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007354092,0.0003776509,0.9510933,0.000152557,0.0004201849,0.0007891334,0.003755207,0.003508579,0.02584428,0.00005867751,0.001954094,0.004692238],"study_design_scores_gemma":[0.02131074,0.001561723,0.879779,0.0006404888,0.0005178896,0.001229393,0.0002245593,0.0004479074,0.08282469,0.0002333104,0.01058197,0.0006483396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98771,0.006195154,0.0001409094,0.003675485,0.0002664614,0.0008756404,0.00007243791,0.00009952038,0.0009643698],"genre_scores_gemma":[0.9953664,0.001319033,0.0006765133,0.0008020046,0.0001839951,0.0007204878,0.0001780715,0.00004112146,0.0007123872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07131432,"threshold_uncertainty_score":0.771455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009201707304082514,"score_gpt":0.2578702806924945,"score_spread":0.2486685733884119,"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."}}