{"id":"W4285393531","doi":"10.21203/rs.3.rs-1808874/v1","title":"Prostatic artery embolization compared to trans-urethral resection of the prostate and prostatic urethral lift: A real-world population-based study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University Health Network","funders":"New York State Department of Health","keywords":"Medicine; Prostate; Urology; Embolization; Transurethral resection of the prostate; Resection; Population; Urethral stricture; Urethra; Radiology; Surgery; 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":[0.001862289,0.0006807749,0.001222786,0.0006922309,0.0005694035,0.001392719,0.0007127292,0.002339351,0.003681938],"category_scores_gemma":[0.008130417,0.0007519771,0.002338775,0.001367752,0.0009246925,0.001474825,0.0006746034,0.00153782,0.0003862304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438571,"about_ca_system_score_gemma":0.0004161613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002943693,"about_ca_topic_score_gemma":0.002440435,"domain_scores_codex":[0.9975636,0.001034594,0.0002084624,0.000676901,0.000227273,0.000289247],"domain_scores_gemma":[0.9953274,0.002195955,0.001277504,0.0003769808,0.000278316,0.0005438369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01424027,0.0009103123,0.9776739,0.0001903751,0.002452739,0.0003368527,0.0003248223,0.00008967934,0.0003472656,0.00006122911,0.0002452825,0.003127342],"study_design_scores_gemma":[0.000564752,0.003104185,0.9935135,0.00002600504,0.001262993,0.000360617,0.0005727116,0.000225599,0.00005664368,0.00008666511,0.0002011045,0.00002513243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998381,0.000994341,0.00006197568,0.00006584637,0.0000238566,0.00001282757,0.0001646279,0.000002108768,0.0002934855],"genre_scores_gemma":[0.9991488,0.0003381403,0.00004771636,0.00006622713,0.00006381131,0.0000139259,0.0001714307,0.000003770165,0.0001459713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003681938,"threshold_uncertainty_score":0.0123173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07955080895759083,"score_gpt":0.4306558352724706,"score_spread":0.3511050263148798,"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."}}