{"id":"W4226494867","doi":"","title":"Evolving Role of Prostate-Specific Membrane Antigen-Positron Emission Tomography in Metastatic Hormone-Sensitive Prostate Cancer: More Questions than Answers?","year":2022,"lang":"en","type":"article","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Positron emission tomography; Glutamate carboxypeptidase II; Prostate; Cancer; Antigen; Hormone; Oncology; Positron Emission Tomography-Computed Tomography; Internal medicine; Nuclear medicine; Immunology","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":[0.0003981893,0.0001378856,0.0004097244,0.0004153404,0.0004838537,0.00004564476,0.0001693443,0.00004266826,0.00001849991],"category_scores_gemma":[0.000003192527,0.0001395474,0.00008353712,0.0005187935,0.0001257839,0.001637197,0.0002554145,0.0001804354,0.000001293744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945217,"about_ca_system_score_gemma":0.0002280667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003992073,"about_ca_topic_score_gemma":0.00002215551,"domain_scores_codex":[0.9986466,0.0001636666,0.0003595716,0.0001934485,0.0004441801,0.0001925247],"domain_scores_gemma":[0.9989591,0.00003072634,0.0003994794,0.000212556,0.0002803263,0.0001178492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02179741,0.0007967518,0.5853471,0.003846878,0.001246093,0.0004651682,0.2097794,0.00105546,0.1605863,0.001216453,0.001162269,0.01270077],"study_design_scores_gemma":[0.01151941,0.00163947,0.5210423,0.001928546,0.0003115482,0.0003068568,0.4119719,0.006684121,0.03824131,0.00001441355,0.005833757,0.0005064401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915946,0.001762549,0.00003018709,0.0002036285,0.00006645315,0.001632672,0.0002372883,0.0000264337,0.004446208],"genre_scores_gemma":[0.9980331,0.0006394804,0.0002790418,0.000009187541,0.000007187509,0.00001638853,0.0001787276,0.000008239919,0.0008286597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021925,"threshold_uncertainty_score":0.6034846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061402368384423,"score_gpt":0.2381039895236901,"score_spread":0.2274899658398459,"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."}}