{"meta":{"query_hash":"91e9a6698647","filters":{"venue":"Bladder"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/91e9a6698647","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bladder"},"results":[{"id":"W2155002005","doi":"10.14440/bladder.2015.55","title":"Peri-operative mortality and long-term survival after partial versus radical cystectomy for muscle invasive bladder cancer","year":2015,"lang":"en","type":"article","venue":"Bladder","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Cystectomy; Medicine; Propensity score matching; Bladder cancer; Urology; Proportional hazards model; Surgery; Survival rate; Internal medicine; Cancer","score_opus":0.09584578970275748,"score_gpt":0.3747818753265794,"score_spread":0.27893608562382194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155002005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992766,0.0020527765,0.00021339285,0.000777841,0.0011436988,0.0013541693,0.00023031475,0.00007107818,0.0013907225],"genre_scores_gemma":[0.9958604,0.00012637873,0.000188282,0.0006313912,0.001197364,0.0010340725,0.00006887525,0.000058862475,0.00083434925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817127,0.00008397473,0.00029028382,0.00056993496,0.00041605314,0.00046846538],"domain_scores_gemma":[0.9987159,0.0001167008,0.00006564907,0.00033695422,0.00024313606,0.00052168296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015717553,0.00032931982,0.00048979477,0.000056600944,0.00010085647,0.000057511654,0.00008268307,0.00017514174,0.0008128988],"category_scores_gemma":[0.00012592398,0.00026194067,0.00014290365,0.00011229298,0.0002799915,0.00017814395,0.00007134277,0.0001775299,0.000036547593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019165903,0.0015185539,0.94038874,0.00040706343,0.006118929,0.0007958247,0.009579315,0.000013444856,0.002174407,0.00024860832,0.0074808355,0.012108365],"study_design_scores_gemma":[0.04268067,0.0025660316,0.9330536,0.00014737181,0.0024124295,0.00004598046,0.00089774386,0.000069573514,0.0079297675,0.00007866097,0.0093484,0.00076975784],"about_ca_topic_score_codex":0.0005684986,"about_ca_topic_score_gemma":0.0019172076,"teacher_disagreement_score":0.023514766,"about_ca_system_score_codex":0.00018292127,"about_ca_system_score_gemma":0.0006201035,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W2795774894","doi":"10.14440/bladder.2018.582","title":"Non-invasive voiding assessment in conscious mice","year":2018,"lang":"en","type":"article","venue":"Bladder","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cystometry; Medicine; Bladder outlet obstruction; Urination; Urology; P70-S6 Kinase 1; Urinary bladder; Urinary system; Internal medicine; PI3K/AKT/mTOR pathway; Biology; Signal transduction; Prostate","score_opus":0.014369870299225398,"score_gpt":0.30266204228505544,"score_spread":0.28829217198583007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795774894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838658,0.0009736913,0.0032360703,0.002300275,0.0007455759,0.0002680947,0.0000016078973,0.00006166177,0.0085472055],"genre_scores_gemma":[0.9878441,0.000025932739,0.002651757,0.00023369397,0.0009767613,0.000014571926,0.0000071234667,0.00001779253,0.008228268],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993106,0.000013656739,0.00014861696,0.00017923587,0.0001457695,0.00020212718],"domain_scores_gemma":[0.9996128,0.000046709454,0.000024746887,0.0001491288,0.00007280579,0.00009377458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013660517,0.0001070636,0.0002025366,0.00011509911,0.000040287614,0.000005935472,0.000040344632,0.000055791017,0.00020616167],"category_scores_gemma":[0.00007492709,0.00008163953,0.000028142347,0.00016837819,0.00010464206,0.000023196348,0.000018743789,0.0001894602,0.00009485255],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007937784,0.00038221115,0.063551076,0.00019950372,0.00027714076,0.0007767839,0.0053470004,0.00011339761,0.8623429,0.0016234051,0.05964279,0.0056644166],"study_design_scores_gemma":[0.015467226,0.0032995385,0.4882048,0.001956539,0.00032544826,0.00074998674,0.0040716142,0.009288771,0.3564126,0.00013684177,0.11908429,0.001002342],"about_ca_topic_score_codex":0.00005252752,"about_ca_topic_score_gemma":0.00006548394,"teacher_disagreement_score":0.5059303,"about_ca_system_score_codex":0.00006278156,"about_ca_system_score_gemma":0.00012315178,"threshold_uncertainty_score":0.33291635},"labels":[],"label_agreement":null},{"id":"W4402459288","doi":"10.14440/bladder.2024.0016","title":"Oral antimicrobial options for vancomycin-resistant Enterococcus isolates in urine culture","year":2024,"lang":"en","type":"article","venue":"Bladder","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nitrofurantoin; Linezolid; Ampicillin; Vancomycin; Microbiology; Enterococcus faecalis; Enterococcus; Enterococcus faecium; Ciprofloxacin; Fosfomycin; Medicine; Tetracycline; Antimicrobial; Antibiotics; Biology; Staphylococcus aureus; Bacteria","score_opus":0.017666925688213042,"score_gpt":0.3029285820450451,"score_spread":0.28526165635683204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402459288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589686,0.0076055815,0.010471589,0.0076116016,0.002283773,0.004195719,0.00077317946,0.0008032791,0.0072866725],"genre_scores_gemma":[0.98000586,0.00024943918,0.009035133,0.0007367823,0.00041693906,0.00011068699,0.00012964795,0.000080748054,0.009234753],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998396,0.000026880092,0.0004306118,0.0005071032,0.00013415495,0.00050525734],"domain_scores_gemma":[0.9993308,0.000082171086,0.000046387988,0.00030305862,0.00011635068,0.00012122792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015922754,0.00027994803,0.00041655748,0.0002444394,0.00008531748,0.00009728822,0.00013591087,0.00017825181,0.00023974462],"category_scores_gemma":[0.00008199553,0.00023272567,0.00026104826,0.00042860297,0.00010815717,0.00015019283,0.000056503675,0.00032359472,0.00011926069],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014476605,0.0005413952,0.002071922,0.0010524507,0.00032438082,0.00035837677,0.0008583688,0.000046874942,0.6888826,0.003138078,0.298682,0.002595916],"study_design_scores_gemma":[0.005189498,0.0006734232,0.009012633,0.0019578692,0.0004132185,0.00012315296,0.0003406919,0.0011845807,0.039578628,0.00083681074,0.9399168,0.0007727073],"about_ca_topic_score_codex":0.000041802636,"about_ca_topic_score_gemma":0.00030238667,"teacher_disagreement_score":0.6493039,"about_ca_system_score_codex":0.0001517056,"about_ca_system_score_gemma":0.00015739586,"threshold_uncertainty_score":0.9490277},"labels":[],"label_agreement":null},{"id":"W4404769018","doi":"10.14440/bladder.2024.0036","title":"Recurrent bladder malakoplakia: A rare bladder lesion mimicking malignancy","year":2024,"lang":"en","type":"article","venue":"Bladder","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Malakoplakia; Dysuria; Malacoplakia; Pathology; Medicine; Malignancy; Genitourinary system; Lesion; Urothelium; Urinary system; Urinary bladder; Histiocyte; Differential diagnosis; Cystoscopy; Urology; Internal medicine","score_opus":0.026494630715500088,"score_gpt":0.30911276385235165,"score_spread":0.2826181331368516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404769018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88403606,0.03114598,0.0004364448,0.0017692911,0.0033719267,0.0017777422,0.000115385425,0.0012118064,0.07613535],"genre_scores_gemma":[0.98927945,0.0005644553,0.00022145397,0.0005222371,0.0007265967,0.00013311468,0.00022520279,0.000115328694,0.008212173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976522,0.000046683905,0.00047487667,0.0007562955,0.000501956,0.0005679963],"domain_scores_gemma":[0.9988399,0.000054614495,0.00008633654,0.0005290551,0.00015955648,0.0003305375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001439298,0.0004189707,0.0004124467,0.00027597477,0.00019060029,0.00014329204,0.00006243721,0.00020626209,0.0035173763],"category_scores_gemma":[0.000051657582,0.000323731,0.00039571314,0.00037270464,0.00007770474,0.0002037661,0.00007458469,0.0003228541,0.0009230247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011051793,0.0067801285,0.06293636,0.0037216237,0.01437101,0.1393871,0.003986794,0.000043438708,0.0074249986,0.010662728,0.3618217,0.38775894],"study_design_scores_gemma":[0.009373925,0.0022252763,0.09209002,0.007146941,0.00900198,0.024350772,0.0008825978,0.0026747924,0.009869415,0.0027267227,0.8367455,0.0029120478],"about_ca_topic_score_codex":0.000037660193,"about_ca_topic_score_gemma":0.000015431218,"teacher_disagreement_score":0.4749238,"about_ca_system_score_codex":0.00019521093,"about_ca_system_score_gemma":0.00036671542,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W4407167288","doi":"10.14440/bladder.2024.0021","title":"Predictive value of mitotic figure counts in tumor progression of non-invasive high-grade papillary urothelial carcinoma of the urinary bladder: A retrospective study from a single cancer center","year":2025,"lang":"en","type":"article","venue":"Bladder","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Tumor progression; Bladder cancer; Malignancy; Lamina propria; Cancer; Pathology; Carcinoma; Internal medicine; Oncology; Epithelium","score_opus":0.010622906894181737,"score_gpt":0.2765020697146869,"score_spread":0.26587916282050517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407167288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934051,0.0010160353,0.000008175075,0.00019344129,0.00043248959,0.0018844436,0.00059741724,0.000012350979,0.0024505197],"genre_scores_gemma":[0.99911845,0.00003961684,0.00007898534,0.000121848716,0.00011238131,0.00014562371,0.000015130333,0.000026249287,0.0003417255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998461,0.00011571825,0.00042522777,0.0003508646,0.00044345122,0.00020373284],"domain_scores_gemma":[0.9990387,0.00006495075,0.00023726639,0.00042878414,0.00018421694,0.000046106852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006551038,0.00021688447,0.0005546982,0.00012962561,0.0000366306,0.0000039775014,0.00016848493,0.000095042305,0.0002019055],"category_scores_gemma":[0.000056473473,0.00014825059,0.00014392404,0.00038364696,0.00017848732,0.000045769295,0.00010781255,0.00020293107,0.0000024933706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011581962,0.00427906,0.9795084,0.0001659214,0.0007970292,0.00006082596,0.0025480187,0.000011399287,0.009878688,0.000016891332,0.0012337938,0.00034178968],"study_design_scores_gemma":[0.005897071,0.001806372,0.9322901,0.0010995843,0.0005258677,0.0000036913982,0.0008229286,0.000059150734,0.057158306,0.00019757378,0.00004113512,0.00009821589],"about_ca_topic_score_codex":0.0018457873,"about_ca_topic_score_gemma":0.00014591283,"teacher_disagreement_score":0.04727962,"about_ca_system_score_codex":0.00021408916,"about_ca_system_score_gemma":0.000577827,"threshold_uncertainty_score":0.60454834},"labels":[],"label_agreement":null},{"id":"W4414970854","doi":"10.14440/bladder.2025.0014","title":"Comparative analysis of urinary antibiograms in community pediatric and geriatric populations in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Bladder","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Antibiotic Stewardship; Ciprofloxacin; Antibiotics; MEDLINE","score_opus":0.024873526189082378,"score_gpt":0.29825775089923406,"score_spread":0.27338422471015167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414970854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583983,0.000434859,0.000018535842,0.000096379,0.00005741835,0.0003456152,0.00002479387,0.000011784027,0.0031707813],"genre_scores_gemma":[0.99899226,0.00009353926,0.00015821053,0.00007770618,0.000008104762,0.000014149612,0.000079363366,0.0000032354967,0.0005733988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991769,0.00013532738,0.00032130527,0.00012822263,0.00010824901,0.00012998792],"domain_scores_gemma":[0.9995217,0.00009786346,0.00006808318,0.00022445527,0.000052665353,0.000035256882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018164887,0.00006035811,0.0003669192,0.000709036,0.000079722806,0.000023904422,0.00005395249,0.000039446488,0.00007541379],"category_scores_gemma":[0.000033369804,0.000099211415,0.000044907385,0.0039420826,0.000034774905,0.00005316063,0.000073234216,0.0002242226,2.9858774e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007895319,0.0017422907,0.9957799,0.00007443957,0.00024117152,0.000043392443,0.00010765471,0.0003013069,0.000001981387,0.000015280679,0.0014404505,0.00024426825],"study_design_scores_gemma":[0.00067039015,0.00014598736,0.99666613,0.00002479036,0.00087378174,0.0000058522905,0.00067676033,0.00061162544,8.1774704e-7,0.000032128948,0.00022341042,0.00006829679],"about_ca_topic_score_codex":0.97651446,"about_ca_topic_score_gemma":0.99744856,"teacher_disagreement_score":0.02093413,"about_ca_system_score_codex":0.00014237274,"about_ca_system_score_gemma":0.0001685277,"threshold_uncertainty_score":0.4045724},"labels":[],"label_agreement":null}]}