{"id":"W4412565706","doi":"10.1097/rlu.0000000000006062","title":"Potential Pitfall","year":2025,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Prostate cancer; Glutamate carboxypeptidase II; Lymphoma; Follicular lymphoma; Metastasis; Prostate; Cancer; Biopsy; PET-CT; Lymph; Oncology; Positron emission tomography; Radiology; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005435118,0.0001197594,0.0004526901,0.0001227643,0.00008448304,0.000007309255,0.0001246526,0.000148548,0.001875205],"category_scores_gemma":[0.0006238034,0.00007616109,0.0001457835,0.0002713885,0.000608251,0.00002942224,0.00008858796,0.0004456668,0.0003706907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005238479,"about_ca_system_score_gemma":0.0001267119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002477343,"about_ca_topic_score_gemma":0.000001164184,"domain_scores_codex":[0.9985977,0.00006712844,0.0004732363,0.0003187436,0.0002755466,0.0002676322],"domain_scores_gemma":[0.9990318,0.0001609875,0.00004380614,0.0003763279,0.0001269266,0.0002601833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003435426,0.0009810468,0.04217383,0.0002524329,0.0005963797,0.000785132,0.0001426142,6.215927e-7,0.002854378,0.005164865,0.798974,0.1446393],"study_design_scores_gemma":[0.01322515,0.002134457,0.2409301,0.0006438402,0.0004090826,0.00002972121,0.0002672909,0.0004131579,0.00005200834,0.001425322,0.7403485,0.000121412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5490026,0.003300803,0.0001725822,0.2202229,0.00265856,0.000872381,0.000004381954,0.0003138614,0.223452],"genre_scores_gemma":[0.9557804,0.001944594,0.0003132033,0.01435754,0.001041954,0.000006146316,0.00002612154,0.00002465803,0.02650532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4067779,"threshold_uncertainty_score":0.9990372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171763519285524,"score_gpt":0.4495101200537905,"score_spread":0.3977924848609353,"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."}}