{"id":"W4412781047","doi":"10.5489/cuaj.9360","title":"The CUA…80 and thriving!","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thriving; Computer science; Psychology; Psychotherapist","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":[0.003453286,0.0007685024,0.0007366696,0.001263665,0.00536956,0.004954848,0.0009756362,0.006587253,0.04312602],"category_scores_gemma":[0.01000991,0.0003058944,0.0008981969,0.0009635836,0.003831642,0.003834601,0.004077642,0.01009271,0.01827145],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327656,"about_ca_system_score_gemma":0.01728404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04614342,"about_ca_topic_score_gemma":0.1288949,"domain_scores_codex":[0.9975632,0.0003513286,0.00008502959,0.0001639467,0.001059342,0.0007771367],"domain_scores_gemma":[0.9941266,0.0004602088,0.0001981335,0.0002273617,0.001651717,0.003336004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003533743,0.00002567018,0.0003418883,0.00003845134,0.000004273149,0.0001097713,0.00009184828,0.000004700271,0.00004409127,0.00271765,0.9651771,0.03140941],"study_design_scores_gemma":[0.0000235006,0.00002513482,0.0007215779,0.000127272,0.000006644819,0.0002753522,0.000258984,0.000006614609,0.00003727827,0.001735453,0.9967682,0.00001389037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001965828,0.05932097,0.0002159872,0.7479426,0.1216632,0.0000364007,0.0002687671,0.0002055088,0.06838085],"genre_scores_gemma":[0.02886927,0.06368114,0.001095858,0.536579,0.05607696,0.0001416378,0.0006023551,0.0003886842,0.3125651],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9956723,"threshold_uncertainty_score":0.1442709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006257870319767257,"score_gpt":0.2976124401313793,"score_spread":0.2913545698116121,"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."}}