{"id":"W4402118789","doi":"10.3390/cancers16173039","title":"From Oncogenesis to Theranostics: The Transformative Role of PSMA in Prostate Cancer","year":2024,"lang":"en","type":"review","venue":"Cancers","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Prostate cancer; Medicine; Cancer; Biomarker; Targeted therapy; Prostate; Cancer research; Precision medicine; Tumor microenvironment; Oncology; Bioinformatics; Internal medicine; Pathology; 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":[0.0004142523,0.0005114716,0.0008599689,0.001522835,0.0002763431,0.001110749,0.0004985763,0.0007739054,0.004867701],"category_scores_gemma":[0.0005499974,0.0001906184,0.0005934855,0.001359091,0.000389148,0.001224403,0.0006140899,0.001647764,0.001857325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759679,"about_ca_system_score_gemma":0.001034227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008954633,"about_ca_topic_score_gemma":0.001857065,"domain_scores_codex":[0.9998531,0.00003016872,0.00001450372,0.0000255502,0.00005576101,0.00002077579],"domain_scores_gemma":[0.9998417,0.00007263305,0.00001584889,0.00000598369,0.00004832124,0.00001554319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009383826,0.00008628979,0.0001746924,0.0209095,0.00009992222,0.000218708,0.0001308031,0.000484698,0.00387724,0.01002713,0.04032605,0.9235711],"study_design_scores_gemma":[0.00001266197,0.00009086288,0.0004009377,0.0027205,0.00006789679,0.0006185129,0.00005678705,0.00009105363,0.000758424,0.002565231,0.9926032,0.00001398649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002567781,0.9968382,0.0002005047,0.0005385252,0.0002951303,0.000006071861,0.00003241461,0.00001242664,0.001819995],"genre_scores_gemma":[0.001283649,0.9971962,0.0001593692,0.0003161011,0.0001330075,0.000006863429,0.00003554188,0.000002145086,0.0008670666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004867701,"threshold_uncertainty_score":0.01628411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898928737239225,"score_gpt":0.4037728516762902,"score_spread":0.354783564303898,"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."}}