{"id":"W4407413759","doi":"10.3390/siuj6010010","title":"The Performance and Role of PSMA PET Scans in Localised Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Prostate; Medicine; Cancer; Nuclear medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006565046,0.0004916429,0.001618792,0.003636085,0.0001454741,0.001748431,0.0009149418,0.001040428,0.002082146],"category_scores_gemma":[0.02847702,0.0003332254,0.001686302,0.002912586,0.0006567934,0.001469324,0.0003879006,0.0006749658,0.0004271483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008653619,"about_ca_system_score_gemma":0.001264666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055802,"about_ca_topic_score_gemma":0.003512436,"domain_scores_codex":[0.9964685,0.001595974,0.0007327215,0.0004239652,0.0006934337,0.00008535626],"domain_scores_gemma":[0.967342,0.02476057,0.004429536,0.0003529662,0.002946327,0.0001686265],"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":[0.001140955,0.00004337811,0.02952763,0.2141354,0.004294129,0.0006187214,0.0003895933,0.0008824872,0.001886657,0.0009571554,0.007558509,0.7385654],"study_design_scores_gemma":[0.0005093718,0.002173925,0.2214245,0.4183918,0.04298596,0.02000068,0.001573752,0.002198747,0.008331302,0.004133762,0.2779529,0.000323325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001726748,0.9971444,0.0001226256,0.0002713654,0.00005981835,0.00000800211,0.00009646559,0.000004345526,0.0005663299],"genre_scores_gemma":[0.06389979,0.9337786,0.0009647539,0.0004679569,0.0003780559,0.00003627407,0.0002713169,0.000008805164,0.000194413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006565046,"threshold_uncertainty_score":0.03471971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866960594636439,"score_gpt":0.3538346379859071,"score_spread":0.3351650320395427,"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."}}