{"id":"W3184489703","doi":"10.48083/lkvv8843","title":"Perioperative Outcomes of Anatomic Endoscopic Enucleation of the Prostate, Robotic and Open Simple Prostatectomy From a Multi-Institutional Database","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Prostatectomy; Propensity score matching; Enucleation; Odds ratio; Surgery; Confounding; Prostate; Database; Urology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001529882,0.0002202297,0.0005085342,0.001321287,0.0003205124,0.000871923,0.0006045921,0.0003909906,0.001242607],"category_scores_gemma":[0.00647433,0.000276376,0.0007706445,0.002113385,0.0002436388,0.0006992855,0.0007723855,0.0004812309,0.0001496545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005058055,"about_ca_system_score_gemma":0.0006611516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294146,"about_ca_topic_score_gemma":0.004702191,"domain_scores_codex":[0.997631,0.0005346641,0.0006100963,0.0005839017,0.0004428985,0.0001974774],"domain_scores_gemma":[0.9922128,0.001147485,0.005129417,0.0005496808,0.0005104446,0.0004500897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001413084,0.00002434701,0.9983857,0.00003174014,0.0001969521,0.0000533438,0.00003094211,0.0000605459,0.00006403624,0.00001671888,0.0001807298,0.0008136199],"study_design_scores_gemma":[0.00001720754,0.00005986915,0.9987043,0.0000126222,0.0001011582,0.0003573851,0.0001275268,0.0003510631,0.0000586913,0.00001555276,0.000188464,0.000006222774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960227,0.000430467,0.0001629978,0.00004810235,0.000006963002,0.00002322792,0.003053234,0.000003905391,0.0002484334],"genre_scores_gemma":[0.996021,0.0001461446,0.0001302676,0.00004348496,0.00001236596,0.00002904784,0.003565706,0.000002378955,0.0000495903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003294146,"threshold_uncertainty_score":0.008090913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002100047189946,"score_gpt":0.3858722424795143,"score_spread":0.3158512420076149,"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."}}