{"id":"W4410614150","doi":"10.1038/s41391-025-00985-6","title":"New BPH therapy classification: what really FITs?","year":2025,"lang":"en","type":"review","venue":"Prostate Cancer and Prostatic Diseases","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Benign prostatic hyperplasia (BPH); Urology; Prostate cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001369711,0.0009775995,0.003568726,0.002420231,0.000345923,0.002055522,0.001477861,0.001335414,0.00387293],"category_scores_gemma":[0.001862157,0.000320012,0.001273131,0.002397284,0.0006525192,0.002537167,0.0009158385,0.002808932,0.00140211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005173,"about_ca_system_score_gemma":0.002028027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752827,"about_ca_topic_score_gemma":0.006278461,"domain_scores_codex":[0.9995394,0.00008821239,0.0001076222,0.00009478314,0.0001301017,0.00003996176],"domain_scores_gemma":[0.9989924,0.0004939146,0.0001615203,0.00001949893,0.0002479519,0.00008479744],"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":[0.0001299157,0.00005549787,0.0006131317,0.02522495,0.0003669459,0.0001029211,0.00005800334,0.0002500456,0.0002577421,0.001935151,0.04681474,0.924191],"study_design_scores_gemma":[0.0001471771,0.000213011,0.004096554,0.0498026,0.001608334,0.00144764,0.0002802063,0.000395661,0.000128522,0.00468729,0.9371131,0.00007999484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005900948,0.9983578,0.0000727955,0.0007800067,0.0003392618,0.000003098319,0.00002668468,0.000005944238,0.0003553952],"genre_scores_gemma":[0.0005377649,0.9977976,0.0001832401,0.0007174279,0.0004946387,0.000005220168,0.00005083135,0.000001804066,0.0002114365],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00387293,"threshold_uncertainty_score":0.01295626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543995476494347,"score_gpt":0.3488458326012573,"score_spread":0.3134058778363139,"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."}}