{"id":"W6923419603","doi":"10.1371/journal.pone.0294809.s001","title":"PRISMA flow diagram.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Perioperative; Ileus; Bladder cancer; Complication; Blood loss; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03046531,0.002746355,0.007289998,0.01096258,0.002253823,0.00764912,0.004135889,0.003453128,0.6174652],"category_scores_gemma":[0.1226669,0.003216912,0.008001677,0.01114724,0.001700811,0.003800141,0.003481209,0.005231938,0.06058805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006139247,"about_ca_system_score_gemma":0.0411135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348497,"about_ca_topic_score_gemma":0.01473668,"domain_scores_codex":[0.9837054,0.006214905,0.004787599,0.002475006,0.002090283,0.0007266948],"domain_scores_gemma":[0.9329322,0.03927936,0.005692436,0.005681855,0.01469089,0.001723415],"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":[0.00359429,0.0003211715,0.001434701,0.319732,0.001951096,0.00016711,0.0007172989,0.001791301,0.000323749,0.01365747,0.5884929,0.06781684],"study_design_scores_gemma":[0.01413955,0.0005965395,0.004270704,0.1274744,0.002874836,0.000321015,0.00138302,0.002568412,0.0004390158,0.03059385,0.8149963,0.0003423303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00179923,0.005891474,0.01790274,0.009069071,0.007897687,0.1674207,0.7633339,0.005302324,0.02138292],"genre_scores_gemma":[0.006445498,0.00407863,0.1036654,0.005096645,0.0005149447,0.8031079,0.05574116,0.001620777,0.01972906],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3825348,"threshold_uncertainty_score":0.5456395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05741645679834311,"score_gpt":0.3103522965363352,"score_spread":0.2529358397379921,"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."}}