{"id":"W3211646732","doi":"10.1007/s00259-021-05616-5","title":"68Ga-PSMA PET in prostate cancer: a systematic review and meta-analysis of the observer agreement","year":2021,"lang":"en","type":"review","venue":"European Journal of Nuclear Medicine and Molecular Imaging","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Kappa; Meta-analysis; Cohen's kappa; Nuclear medicine; Confidence interval; Radiology; Metastasis; Bone metastasis; Prostate; Cancer; Pathology; Internal medicine; Statistics; Mathematics","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":[0.002121365,0.0003168679,0.005629214,0.0004412822,0.00004087902,0.00002214745,0.0002079829,0.00001096661,0.0001427589],"category_scores_gemma":[0.0002734182,0.000144983,0.001188883,0.000885244,0.00017716,0.00004723099,0.0001798907,0.0005056395,9.267096e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008092096,"about_ca_system_score_gemma":0.0001753436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001979184,"about_ca_topic_score_gemma":0.000001696422,"domain_scores_codex":[0.99612,0.001419931,0.001419474,0.0002636085,0.0005727905,0.0002041465],"domain_scores_gemma":[0.9979194,0.00007221837,0.001140864,0.0004174372,0.000285822,0.0001642428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001940314,0.00008683037,0.00004046037,0.8388205,0.1340091,0.01240921,0.0006951856,7.517782e-7,0.00002848107,0.00001463801,0.002926752,0.01094872],"study_design_scores_gemma":[0.0006522894,0.0001092683,0.00002422098,0.1976681,0.6942936,0.001194514,0.000220387,0.00000519993,8.195256e-7,6.030255e-7,0.105721,0.0001099327],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005041728,0.9915152,0.000001242568,0.007035471,0.00003477061,0.001062452,0.0000155394,0.0000023987,0.0002825759],"genre_scores_gemma":[0.0002396315,0.9962492,0.00006239203,0.003195173,0.00002312842,0.000009632065,0.00001025802,0.00004975899,0.0001608075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6411524,"threshold_uncertainty_score":0.5912237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09388987005938577,"score_gpt":0.3772895387954234,"score_spread":0.2833996687360376,"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."}}