{"id":"W3000715936","doi":"10.1200/jco.19.02757","title":"Optimum Imaging Strategies for Advanced Prostate Cancer: ASCO Guideline","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Guideline; Systematic review; Medical physics; Randomized controlled trial; Modalities; Evidence-based medicine; Disease; Prostate; Cancer; Radiology; MEDLINE; Internal medicine; Alternative medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001918445,0.0004633317,0.007935531,0.0001454674,0.00005624892,0.00003334377,0.0002709409,0.0004315891,0.00007609973],"category_scores_gemma":[0.00158043,0.0002901372,0.0025813,0.0001807646,0.0001806066,0.000178733,0.00007885413,0.0013471,0.00001126218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007596601,"about_ca_system_score_gemma":0.01794421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001189018,"about_ca_topic_score_gemma":0.00000817105,"domain_scores_codex":[0.9923356,0.0002742311,0.006198448,0.0004539681,0.000337903,0.0003998105],"domain_scores_gemma":[0.9897741,0.002225726,0.006118739,0.0002577136,0.000991484,0.0006322158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001117116,0.0006030774,0.00009060209,0.004026913,0.001489859,0.001067049,0.00002401363,0.00001528984,2.473041e-7,0.00007095793,0.03188525,0.9596096],"study_design_scores_gemma":[0.00695198,0.009463798,0.00002261741,0.01046592,0.006648752,0.0003666034,0.00008972966,0.00003389678,9.022032e-7,0.0002689625,0.9654662,0.0002206347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001385876,0.9790876,0.0002538957,0.01531863,0.002714717,0.001771082,0.000176408,0.00001990965,0.0006438994],"genre_scores_gemma":[0.00001769525,0.9786338,0.01475668,0.002215568,0.003792376,0.0002834628,0.00006816452,0.00008259532,0.0001497218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.959389,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953939424853073,"score_gpt":0.5694346840342207,"score_spread":0.3740407415489134,"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."}}