{"id":"W4399789781","doi":"10.58931/cpct.2024.2125","title":"Management of Benign Prostatic Hyperplasia in 2024","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Hyperplasia; Medicine; Urology; 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":[0.0002661448,0.0004117996,0.0004337801,0.001015383,0.001707481,0.0007170981,0.0005246001,0.001098518,0.01054784],"category_scores_gemma":[0.0009257385,0.0001356933,0.0004030869,0.0006174907,0.0003004209,0.0005517167,0.001056171,0.001044904,0.002944832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009502292,"about_ca_system_score_gemma":0.001715187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607876,"about_ca_topic_score_gemma":0.004865787,"domain_scores_codex":[0.9996172,0.00006223645,0.00003111078,0.00003346561,0.0001663048,0.00008958073],"domain_scores_gemma":[0.9997956,0.0000162578,0.00003207941,0.000006772058,0.00004261041,0.0001066424],"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":[0.000470106,0.0009315155,0.04265948,0.00148513,0.0001118921,0.1138864,0.0007720233,0.0008825129,0.005400492,0.004956105,0.09680457,0.7316398],"study_design_scores_gemma":[0.0001680362,0.001069151,0.04489332,0.002145373,0.00009699997,0.4658658,0.001081599,0.001227034,0.00240546,0.00937483,0.4715956,0.00007688566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1911667,0.2792454,0.01694928,0.06659361,0.007539664,0.001149761,0.0009546397,0.001006541,0.4353944],"genre_scores_gemma":[0.7751483,0.07981365,0.01200133,0.03831861,0.01051925,0.0003956099,0.002112704,0.0001901994,0.08150025],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01054784,"threshold_uncertainty_score":0.03528607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125754114157469,"score_gpt":0.2726013358634368,"score_spread":0.2613437947218621,"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."}}