{"id":"W4378900911","doi":"10.1016/j.euf.2023.05.006","title":"The Europa Uomo Patient Reported Outcome Study 2.0—Prostate Cancer Patient-reported Outcomes to Support Treatment Decision-making","year":2023,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Ipsen; Novartis Pharmaceuticals Corporation; Astellas Pharma, Netherlands; AstraZeneca Canada","keywords":"Medicine; Prostatectomy; Interquartile range; Prostate cancer; Quality of life (healthcare); Urinary incontinence; Sexual function; Gynecology; Internal medicine; Urology; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01220095,0.0008595212,0.00187615,0.00271287,0.0005642421,0.00167088,0.0009259432,0.0008216305,0.004086542],"category_scores_gemma":[0.01729348,0.0002942847,0.002280955,0.00517417,0.0002896457,0.0009270139,0.002613341,0.0009763742,0.0005881795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148694,"about_ca_system_score_gemma":0.001706867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495806,"about_ca_topic_score_gemma":0.005551459,"domain_scores_codex":[0.9831277,0.01248603,0.001719512,0.0007297143,0.001399153,0.0005378724],"domain_scores_gemma":[0.9836332,0.005507165,0.007019362,0.0007065791,0.00202079,0.001112912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01726047,0.001322173,0.7685218,0.007317609,0.008077245,0.0001761991,0.0006418445,0.002169866,0.0003391873,0.002396155,0.06874356,0.1230339],"study_design_scores_gemma":[0.003501079,0.001367588,0.951106,0.002448379,0.001505984,0.0002289512,0.0003640324,0.001574867,0.0001263548,0.000674081,0.03701451,0.00008826727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6354968,0.05293121,0.006798523,0.008825657,0.001186312,0.009305435,0.2500266,0.0003079518,0.03512151],"genre_scores_gemma":[0.8059168,0.008669351,0.01559142,0.004421546,0.0007375234,0.02643912,0.1336717,0.0001845277,0.004367938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220095,"threshold_uncertainty_score":0.06452554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232869834778778,"score_gpt":0.3406853256516768,"score_spread":0.298356627303889,"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."}}