{"id":"W2253585993","doi":"10.1038/gim.2015.125","title":"Multigene panels in prostate cancer risk assessment: a systematic review","year":2015,"lang":"en","type":"review","venue":"Genetics in Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; McMaster University; University of Ottawa","funders":"Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services","keywords":"Medicine; MEDLINE; Prostate cancer; Systematic review; Receiver operating characteristic; Predictive validity; Risk assessment; Oncology; Internal medicine; Cancer; Clinical psychology; Computer science; Biology","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":[0.004585143,0.001392849,0.006788173,0.004465687,0.0003542712,0.001639772,0.001582506,0.001664696,0.005518496],"category_scores_gemma":[0.0174294,0.0009389763,0.008760945,0.005832087,0.0004349534,0.001691709,0.001512869,0.001438341,0.0003306432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220011,"about_ca_system_score_gemma":0.004183831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007376621,"about_ca_topic_score_gemma":0.02802982,"domain_scores_codex":[0.9970288,0.001113546,0.000900325,0.0003656567,0.0004906152,0.0001011476],"domain_scores_gemma":[0.9892652,0.008327039,0.001562409,0.0001364375,0.0005780739,0.0001307308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004990014,0.0000423395,0.002448442,0.8459238,0.05540346,0.0001558544,0.0001258135,0.0003067616,0.0001842027,0.0002984595,0.003664633,0.09094729],"study_design_scores_gemma":[0.00119558,0.0003252894,0.01212034,0.4789989,0.4704946,0.0007108569,0.0002702375,0.0002374751,0.0002226641,0.001032571,0.03428205,0.0001095549],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003405264,0.9991388,0.00008408818,0.00009285911,0.00004642683,0.00003832251,0.0001673584,0.000003083348,0.00008836611],"genre_scores_gemma":[0.007540292,0.9912503,0.0004661402,0.0004185869,0.00005750736,0.00006004048,0.0001436151,0.000002646585,0.00006092569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007376621,"threshold_uncertainty_score":0.02424884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033807708352306,"score_gpt":0.4550312866337037,"score_spread":0.3516505157984732,"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."}}