{"id":"W2933408122","doi":"10.5489/cuaj.5993","title":"Canadian Urological Association Best-Practice Report: Pediatric hemorrhagic cystitis","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; McMaster Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Hemorrhagic cystitis; Medicine; Association (psychology); Internal medicine; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001621852,0.0002879656,0.0005300585,0.0005352336,0.0005153223,0.0002263308,0.0002138084,0.001127273,0.004413848],"category_scores_gemma":[0.009239281,0.0002419485,0.0003370665,0.0006123058,0.00002033273,0.0003241047,0.00002316394,0.001769911,0.002548808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007402856,"about_ca_system_score_gemma":0.004136914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09158071,"about_ca_topic_score_gemma":0.01540169,"domain_scores_codex":[0.9961179,0.0003966755,0.0007687343,0.0004567533,0.0009336006,0.001326326],"domain_scores_gemma":[0.9941624,0.0005700351,0.0008989841,0.0002547713,0.0008573465,0.003256455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005858667,0.0001190657,0.9550681,0.000006747322,0.0001877837,0.00421216,0.00003583321,0.00008295041,0.00001627503,0.0001272944,0.03949233,0.0005929195],"study_design_scores_gemma":[0.001472042,0.0006226767,0.6173694,0.00001268309,0.0007849072,0.004672773,0.00009025793,0.0002201173,0.000002693608,0.0003921122,0.3740161,0.0003442243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488168,0.001906871,0.000009355821,0.09992639,0.00217974,0.0004740935,0.0001490476,0.000078505,0.04645926],"genre_scores_gemma":[0.9697896,0.0005515377,0.0001665004,0.0156714,0.001663257,0.00001018896,0.0001240992,0.00003022256,0.0119932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376986,"threshold_uncertainty_score":0.9991063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007146612496946481,"score_gpt":0.2318882907633028,"score_spread":0.2247416782663563,"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."}}