{"id":"W2913033386","doi":"10.1159/000496980","title":"Impact of Surgical Approach on Patient-Reported Outcomes after Radical Prostatectomy: A Propensity Score-Weighted Analysis from a Multicenter, Prospective, Observational Study (The Pros-IT CNR Study)","year":2019,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Urology; International Prostate Symptom Score; Quality of life (healthcare); Gynecology; Propensity score matching; Internal medicine; Prostate; Lower urinary tract symptoms; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003288385,0.0003695409,0.0008788141,0.0002759013,0.00006385335,0.00005509493,0.0002194137,0.00008556325,0.0006628754],"category_scores_gemma":[0.000145958,0.0001985423,0.0005223403,0.00065298,0.0001278021,0.0001346645,0.0001574866,0.0003200091,0.00002312252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793542,"about_ca_system_score_gemma":0.0001850954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839774,"about_ca_topic_score_gemma":0.00008777068,"domain_scores_codex":[0.9966385,0.0002457892,0.0008386393,0.0008332373,0.001162399,0.0002814621],"domain_scores_gemma":[0.9977593,0.0003218406,0.0004837826,0.0006727715,0.0006409165,0.0001214296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007006931,0.0196297,0.9571517,0.000009743524,0.01381105,0.0002489064,0.001621229,0.0002047231,0.00001403055,0.0000311551,0.00007432179,0.0001965601],"study_design_scores_gemma":[0.0109533,0.005331888,0.9799436,0.0000261044,0.001705376,0.000006907863,0.0001378433,0.001546912,0.00008963429,0.0000334381,0.00004657012,0.0001784546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907311,0.0000403851,0.00001501457,0.0005413532,0.0001151611,0.008009051,0.000286037,0.00005273118,0.0002091986],"genre_scores_gemma":[0.997021,0.000006088175,0.0001349286,0.0002450079,0.00003962472,0.001886414,0.0005132447,0.00002566204,0.0001280842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02279192,"threshold_uncertainty_score":0.809632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06559771302025753,"score_gpt":0.3300579820930981,"score_spread":0.2644602690728405,"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."}}