{"id":"W4304184237","doi":"10.1007/s00345-022-04164-3","title":"Development of a North American coordinated registry network for surgical treatment of benign prostatic hyperplasia","year":2022,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Centre Hospitalier de l’Université de Montréal","funders":"U.S. Food and Drug Administration","keywords":"Medicine; Delphi method; Lower urinary tract symptoms; Delphi; Data collection; Nominal group technique; Nephrology; Urology; Family medicine; Surgery; Internal medicine; Prostate","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":[0.02665069,0.0004499217,0.0007375171,0.006241921,0.002167191,0.002743819,0.002606714,0.0007425878,0.005165569],"category_scores_gemma":[0.02843493,0.0006490435,0.0006598523,0.006707652,0.0005090524,0.002603797,0.003695196,0.001278137,0.001233507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004234466,"about_ca_system_score_gemma":0.05290937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07546628,"about_ca_topic_score_gemma":0.1219799,"domain_scores_codex":[0.9847703,0.007638557,0.001861019,0.001375457,0.003004627,0.001350063],"domain_scores_gemma":[0.918089,0.008494571,0.01013028,0.00985053,0.0443386,0.009096993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005898766,0.001594532,0.7752636,0.0004543465,0.0002752523,0.0002397955,0.00191865,0.002499087,0.002795083,0.008268933,0.07347189,0.1326289],"study_design_scores_gemma":[0.0007177148,0.0009279269,0.8563564,0.0007652934,0.000389432,0.0004658413,0.004931476,0.0139711,0.002724094,0.001772444,0.116869,0.000109284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6635205,0.002791084,0.0955772,0.0299921,0.001683088,0.03787078,0.07320189,0.002375889,0.09298746],"genre_scores_gemma":[0.6704563,0.002064052,0.2067577,0.005242815,0.0007497107,0.0195074,0.08327886,0.0004477925,0.01149544],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07546628,"threshold_uncertainty_score":0.150054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809968422824052,"score_gpt":0.3147700638092139,"score_spread":0.2866703795809734,"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."}}