{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":12,"predictions_cover":24,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f2be4dac98b9","filters":{"venue":"Minerva Urology and Nephrology"}},"results":[{"id":"W3210275619","doi":"10.23736/s2724-6051.21.04583-3","title":"Impact of frailty on perioperative and oncologic outcomes in patients undergoing surgery or ablation for renal cancer: a systematic review","year":2021,"lang":"en","type":"review","venue":"Minerva Urology and Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Perioperative; Cochrane Library; Renal cell carcinoma; MEDLINE; Geriatric oncology; Systematic review; Internal medicine; Cancer; Surgery; Meta-analysis","authors":[{"name":"Riccardo Campi","is_ca":false},{"name":"Alessandro Berni","is_ca":false},{"name":"Daniele Amparore","is_ca":false},{"name":"Riccardo Bertolo","is_ca":false},{"name":"Umberto Capitanio","is_ca":false},{"name":"Umberto Carbonara","is_ca":false},{"name":"Selçuk Erdem","is_ca":false},{"name":"Alexandre Ingels","is_ca":false},{"name":"Önder Kara","is_ca":false},{"name":"Tobias Klatte","is_ca":false},{"name":"Maximilian C. Kriegmair","is_ca":false},{"name":"Michele Marchioni","is_ca":false},{"name":"Andrea Minervini","is_ca":false},{"name":"Maria Carmen Mir","is_ca":false},{"name":"Rocco Papalia","is_ca":false},{"name":"Nicola Pavan","is_ca":false},{"name":"Angela Pecoraro","is_ca":false},{"name":"Juan Gómez Rivas","is_ca":false},{"name":"Giulia Rivasi","is_ca":false},{"name":"Eduard Roussel","is_ca":false},{"name":"Andrea Ungar","is_ca":false},{"name":"Sergio Serni","is_ca":false},{"name":"Francesco Esperto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0788339155439131,"gpt":0.3943488268384154,"spread":0.3155149112945023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008248029,0.001344346,0.007457071,0.007971578,0.0005442436,0.002374263,0.00158191,0.001793734,0.003537634],"category_scores_gemma":[0.03710428,0.000847571,0.007491627,0.008871275,0.0007806345,0.002051687,0.001358788,0.001088313,0.0001994891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035248,"about_ca_system_score_gemma":0.01007173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008529462,"about_ca_topic_score_gemma":0.02311417,"domain_scores_codex":[0.9938303,0.002003232,0.002266363,0.000522597,0.001145905,0.0002316125],"domain_scores_gemma":[0.97323,0.01928128,0.005000138,0.0003258294,0.001886656,0.0002760119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001309976,0.000008407224,0.001227316,0.969889,0.01004158,0.00007284583,0.0001328639,0.00007480567,0.00006955845,0.00009997463,0.0008044281,0.01744825],"study_design_scores_gemma":[0.000199046,0.0001713654,0.009375855,0.8843903,0.09466875,0.0003829194,0.0002295859,0.0001011372,0.000115977,0.0002908423,0.01002783,0.00004645804],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001387152,0.9973425,0.0001010647,0.0002370881,0.00005876637,0.0002249265,0.0004676543,0.000005998801,0.0001747223],"genre_scores_gemma":[0.02834205,0.9695287,0.0004660203,0.0005472059,0.00009287063,0.0006065838,0.0003157467,0.000004660038,0.00009616277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008529462,"threshold_uncertainty_score":0.04362029,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4402842409","doi":"10.23736/s2724-6051.24.05961-5","title":"Operative outcomes 24 hours after retrograde intrarenal surgery for solitary renal calculi using a flexible and navigable suction ureteral access sheath. A prospective global multicenter study by the European Association of Urology Section on Urolithiasis","year":2024,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"European Association of Urology","keywords":"Medicine; Urology; Multicenter study; Prospective cohort study; Surgery; Randomized controlled trial","authors":[{"name":"Vineet Gauhar","is_ca":false},{"name":"Olivier Traxer","is_ca":false},{"name":"Daniele Castellani","is_ca":false},{"name":"K.Y. Fong","is_ca":false},{"name":"Saeed Bin Hamri","is_ca":false},{"name":"Mehmet Ilker Gökce","is_ca":false},{"name":"Nariman Gadzhiev","is_ca":false},{"name":"Mariela Corrales","is_ca":false},{"name":"Vigen Malkhasyan","is_ca":false},{"name":"Deepak Ragoori","is_ca":false},{"name":"Boyke Soebhali","is_ca":false},{"name":"Karl Tan","is_ca":false},{"name":"Chu Ann Chai","is_ca":false},{"name":"Azimdjon Tursunkulov","is_ca":false},{"name":"Yiloren Tanidir","is_ca":false},{"name":"Satyendra Persaud","is_ca":false},{"name":"Mohamed El-Shazly","is_ca":false},{"name":"Wissam Kamal","is_ca":false},{"name":"Tzevat Tefik","is_ca":false},{"name":"Anil Shrestha","is_ca":false},{"name":"B.H. Chew","is_ca":true},{"name":"Mohamed Amine Lakmichi","is_ca":false},{"name":"Andrea Benedetto Galosi","is_ca":false},{"name":"Heng Chin Tiong","is_ca":false},{"name":"Christian Seitz","is_ca":false},{"name":"Bhaskar K. SOMANI","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02252830372691116,"gpt":0.3240989917743487,"spread":0.3015706880474375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009374883,0.0003664555,0.0003131575,0.0006741202,0.0003089316,0.0005245271,0.0003228259,0.0003815168,0.0009281447],"category_scores_gemma":[0.00218182,0.0002903457,0.000590981,0.0007321439,0.0003205081,0.0005098313,0.000509912,0.000469579,0.0002080114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676341,"about_ca_system_score_gemma":0.0003917181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334841,"about_ca_topic_score_gemma":0.002238386,"domain_scores_codex":[0.9993107,0.0001620433,0.00009863222,0.0001202402,0.0001497996,0.0001585857],"domain_scores_gemma":[0.9965245,0.000511323,0.002049975,0.0001332439,0.0002038415,0.0005771708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002150267,0.00003876441,0.9985311,0.00001224521,0.00003540976,0.0001249775,0.00007006293,0.00001802761,0.000109871,0.0000032819,0.00004017356,0.0008009882],"study_design_scores_gemma":[0.00001312174,0.0003814353,0.9986497,0.000007337303,0.00002589528,0.0005153025,0.0001902314,0.00005345446,0.00008118947,0.000006445954,0.00007170784,0.000004232023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995926,0.0001557174,0.00002854843,0.000009646234,0.000002697127,0.000005014901,0.0001360885,0.000001574876,0.00006808091],"genre_scores_gemma":[0.9995375,0.000085953,0.00003687729,0.00001196113,0.000009401875,0.00000774754,0.0002575296,0.000001126182,0.00005195218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001334841,"threshold_uncertainty_score":0.004957974,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4225729140","doi":"10.23736/s2724-6051.22.04659-6","title":"Neoadjuvant systemic therapy in patients undergoing nephroureterectomy for urothelial cancer: a multidisciplinary systematic review and critical analysis","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Systemic therapy; MEDLINE; Stage (stratigraphy); Adjuvant; Disease; Clinical endpoint","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609342706022454,"gpt":0.3014694526800163,"spread":0.2853760256197918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03149906,0.002014086,0.01125803,0.01587652,0.0009148665,0.003562859,0.002667628,0.002294424,0.003285234],"category_scores_gemma":[0.08861043,0.001417571,0.01143568,0.01288819,0.001526442,0.003350525,0.002242357,0.001349698,0.0002377658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006742661,"about_ca_system_score_gemma":0.0182142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712051,"about_ca_topic_score_gemma":0.01704342,"domain_scores_codex":[0.9656087,0.01328391,0.01462284,0.001801075,0.004114719,0.0005688125],"domain_scores_gemma":[0.9082789,0.06120875,0.02034759,0.001434293,0.007918432,0.0008119799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002067069,0.00001126471,0.001021596,0.970065,0.01610677,0.00007644393,0.0001832162,0.0001016136,0.0001010074,0.0001478828,0.0006618047,0.01131671],"study_design_scores_gemma":[0.0003728487,0.0002549417,0.004230767,0.8556671,0.1294412,0.000283327,0.0003798114,0.0001305344,0.0001804856,0.0004191988,0.008584828,0.00005493456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001804875,0.9954425,0.000290865,0.0005871032,0.0001537674,0.001011299,0.0004987299,0.000009094667,0.0002018459],"genre_scores_gemma":[0.04280291,0.9493392,0.001985286,0.001526984,0.0002165609,0.003430542,0.0005559042,0.00001269463,0.0001299223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03149906,"threshold_uncertainty_score":0.1665849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472791849","doi":"10.23736/s0393-2249.16.02563-7","title":"Ten-year experience of robot-assisted radical prostatectomy: the road from cherry-picking to standard procedure","year":2016,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Prostatectomy; Medicine; Prostate cancer; Dissection (medical); Urology; Lymph node; Pathological; Biopsy; Biochemical recurrence; Surgical margin; Surgery; Cancer; Radiology; Internal medicine","authors":[{"name":"Jonas Schiffmann","is_ca":true},{"name":"Alexander Haese","is_ca":false},{"name":"Katharina Böehm","is_ca":false},{"name":"Georg Salomon","is_ca":false},{"name":"Thomas Steuber","is_ca":false},{"name":"Hans Heinzer","is_ca":false},{"name":"Hartwig Huland","is_ca":false},{"name":"Markus Graefen","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01619350734916537,"gpt":0.2718567056868874,"spread":0.2556631983377221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147888,0.0001491675,0.0001550462,0.0004946758,0.0003486372,0.0006132798,0.0005972605,0.0003051938,0.001997425],"category_scores_gemma":[0.005052459,0.0001101872,0.0003146347,0.0006253753,0.0004628343,0.0006396957,0.0007932489,0.0004444128,0.0003163322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007381897,"about_ca_system_score_gemma":0.0006645442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004479892,"about_ca_topic_score_gemma":0.008549511,"domain_scores_codex":[0.9991655,0.0002107529,0.00006540299,0.0001066847,0.0002617482,0.0001898036],"domain_scores_gemma":[0.9973229,0.000431251,0.001135618,0.0001416627,0.0002510312,0.0007176722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002181836,0.0001148644,0.9567564,0.00004777232,0.00005108737,0.0004991641,0.000576029,0.0002702607,0.0004437403,0.00009418413,0.001227021,0.03970142],"study_design_scores_gemma":[0.00001070201,0.0006132745,0.9907114,0.00006627095,0.0000276288,0.003885789,0.001069091,0.0005455458,0.0002895842,0.0001114824,0.002649964,0.00001926359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962466,0.001644144,0.0002996972,0.0003465735,0.00003123536,0.000009179765,0.0001008903,0.00001087023,0.001310738],"genre_scores_gemma":[0.9984185,0.0008523728,0.0001538269,0.00009416232,0.00002993989,0.000004602883,0.0002025619,0.000004206428,0.0002398585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004479892,"threshold_uncertainty_score":0.008907616,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3156791770","doi":"10.23736/s2724-6051.21.04314-7","title":"Improving the stratification of intermediate risk prostate cancer","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Nomogram; Medicine; Prostate cancer; Prostatectomy; Logistic regression; Internal medicine; Stage (stratigraphy); Risk stratification; Cohort; Oncology; Cancer","authors":[{"name":"Luigi Nocera","is_ca":true},{"name":"Claudia Collà Ruvolo","is_ca":true},{"name":"Lara Franziska Stolzenbach","is_ca":true},{"name":"Marina Deuker","is_ca":true},{"name":"Zhe Tian","is_ca":true},{"name":"Giorgio Gandaglia","is_ca":false},{"name":"Nicola Fossati","is_ca":false},{"name":"Firas Abdollah","is_ca":false},{"name":"Nazareno Suardi","is_ca":false},{"name":"Vincenzo Mirone","is_ca":false},{"name":"Markus Graefen","is_ca":false},{"name":"Felix K.‐H. Chun","is_ca":false},{"name":"Fred Saad","is_ca":true},{"name":"Francesco Montorsi","is_ca":false},{"name":"Alberto Briganti","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040508920642429,"gpt":0.2504029622103826,"spread":0.2399978730039583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005782993,0.0007811308,0.0005857456,0.001374027,0.000320073,0.001014673,0.0005184045,0.000358595,0.0009799205],"category_scores_gemma":[0.01834524,0.0001686325,0.000703385,0.0007330994,0.0003254098,0.0005511782,0.001267754,0.0007644759,0.0003664929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004434442,"about_ca_system_score_gemma":0.0009222676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798943,"about_ca_topic_score_gemma":0.005819737,"domain_scores_codex":[0.9980106,0.001121383,0.0001410131,0.0003482433,0.0002527499,0.0001260876],"domain_scores_gemma":[0.9949058,0.002365568,0.001066677,0.000454995,0.0009252246,0.0002817436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003070481,0.00006466427,0.9600885,0.00005289999,0.0001757647,0.00004523456,0.00005467096,0.003708388,0.0004258877,0.0001373793,0.001047259,0.03389224],"study_design_scores_gemma":[0.0001402987,0.0008452281,0.894899,0.0001285139,0.0006236704,0.0006085224,0.0001731892,0.09419874,0.002220471,0.002170773,0.00392436,0.00006721506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763541,0.001457201,0.01828455,0.0008364354,0.00008249764,0.00008996447,0.000769602,0.0001526249,0.001972978],"genre_scores_gemma":[0.9927734,0.0001703279,0.005957009,0.000100737,0.00005092659,0.00001704838,0.0007664727,0.0000159172,0.0001482964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005782993,"threshold_uncertainty_score":0.03058374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221015882","doi":"10.23736/s2724-6051.20.04127-2","title":"A comparison of perioperative outcomes of laparoscopic versus open nephroureterectomy for upper tract urothelial carcinoma: a propensity score matching analysis","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Propensity score matching; Perioperative; Cuff; Dissection (medical); Laparoscopy; Concomitant; Ureter; Logistic regression; Body mass index","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08116872516120682,"gpt":0.3596397103804979,"spread":0.2784709852192911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00491427,0.000300248,0.0007391347,0.001636261,0.000260218,0.0006881399,0.0005035673,0.0004004589,0.001197977],"category_scores_gemma":[0.01031244,0.0002185878,0.001650447,0.001525608,0.0003708424,0.0006470257,0.0006022241,0.0003862491,0.0001559088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910577,"about_ca_system_score_gemma":0.0003958613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004661022,"about_ca_topic_score_gemma":0.0004649258,"domain_scores_codex":[0.9976202,0.001024597,0.00044423,0.000391201,0.0003751164,0.0001447655],"domain_scores_gemma":[0.9938996,0.002081323,0.002988146,0.0004551325,0.0002702951,0.0003055167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003216606,0.0001169228,0.9882151,0.00005976554,0.00123268,0.00006206957,0.00006478548,0.0005890856,0.0003265854,0.0001140068,0.0001712356,0.005831036],"study_design_scores_gemma":[0.0003477779,0.001942437,0.9852976,0.00003425992,0.001159322,0.0004764635,0.0002418453,0.009290477,0.0003129755,0.0003655256,0.0005078316,0.00002340581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981081,0.0003892441,0.0009939228,0.00003862951,0.00001783342,0.00004454663,0.0002165057,0.000004141973,0.0001869968],"genre_scores_gemma":[0.999105,0.00009735335,0.0002947458,0.00001839038,0.00001598879,0.00003080318,0.0003994611,0.000002488904,0.00003574877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00491427,"threshold_uncertainty_score":0.02598947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137753146","doi":"10.23736/s2724-6051.21.04116-3","title":"Proton pump inhibitors use and risk of chronic kidney disease and end-stage renal disease","year":2021,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; End stage renal disease; Relative risk; Internal medicine; Cochrane Library; Confidence interval; Meta-analysis; Observational study; Medical prescription; Disease; Intensive care medicine; Pharmacology","authors":[{"name":"Carolina Santos Vengrus","is_ca":false},{"name":"Vinícius Daher Alvares Delfino","is_ca":false},{"name":"Paulo Roberto Bignardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01173781103717532,"gpt":0.2475340582070059,"spread":0.2357962471698306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006160972,0.0006918144,0.003189659,0.002961526,0.0001962326,0.001941351,0.0008777965,0.001268128,0.004026501],"category_scores_gemma":[0.0207982,0.0003966839,0.004602889,0.004152176,0.0004644837,0.000951333,0.0006920809,0.001004385,0.0002838587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228748,"about_ca_system_score_gemma":0.001993882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598544,"about_ca_topic_score_gemma":0.003799735,"domain_scores_codex":[0.9947795,0.002043294,0.001323141,0.0006847912,0.001040872,0.0001283895],"domain_scores_gemma":[0.9755033,0.01706661,0.006023123,0.0002576521,0.0009773981,0.0001720487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001823759,0.00004924536,0.02874622,0.8141426,0.05865904,0.0001753723,0.0001308414,0.0004989349,0.0003808071,0.0008316228,0.004703861,0.08985765],"study_design_scores_gemma":[0.001538795,0.00111622,0.1791961,0.4533601,0.3117467,0.001846883,0.0003484991,0.001038344,0.0009702883,0.003287209,0.04539758,0.0001532796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003067004,0.9949337,0.0001806576,0.0007575075,0.0001291366,0.00003137389,0.0005775202,0.000006824868,0.0003163086],"genre_scores_gemma":[0.108232,0.8877133,0.001323032,0.001023056,0.0005574545,0.0002000519,0.0006834347,0.000008056603,0.000259718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006160972,"threshold_uncertainty_score":0.03258276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379967306","doi":"10.23736/s2724-6051.23.05239-4","title":"Influence of pre-stenting on RIRS outcomes. Inferences from patients of the Global Multicentre Flexible Ureteroscopy Outcome Registry (FLEXOR)","year":2023,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ureteroscopy; Outcome (game theory); Surgery; Ureter","authors":[{"name":"Chu Ann Chai","is_ca":false},{"name":"Yuen-Chun TEOH","is_ca":false},{"name":"Thomas Tailly","is_ca":false},{"name":"Esteban Emiliani","is_ca":false},{"name":"Takaaki Inoue","is_ca":false},{"name":"Yılören Tanıdır","is_ca":false},{"name":"Nariman Gadzhiev","is_ca":false},{"name":"Saeed Bin Hamri","is_ca":false},{"name":"Anil Shrestha","is_ca":false},{"name":"Deepak Ragoori","is_ca":false},{"name":"Mohamed Amine Lakmichi","is_ca":false},{"name":"D. S. Gorelov","is_ca":false},{"name":"Boyke Soebhali","is_ca":false},{"name":"Chandra Mohan Vaddi","is_ca":false},{"name":"Tanuj Bhatia","is_ca":false},{"name":"Devang Desai","is_ca":false},{"name":"Pradeep Durai","is_ca":false},{"name":"Chin-Tiong Heng","is_ca":true},{"name":"Ben H. Chew","is_ca":true},{"name":"Daniele Castellani","is_ca":false},{"name":"Bhaskar Somani","is_ca":false},{"name":"Olivier Traxer","is_ca":false},{"name":"Vineet Gauhar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01866884669205121,"gpt":0.2996009115298268,"spread":0.2809320648377756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003595507,0.0002880915,0.0005026208,0.001681668,0.0003354534,0.0008436422,0.0006339426,0.000507972,0.002875388],"category_scores_gemma":[0.01154403,0.00018701,0.00149914,0.00185339,0.0002947817,0.0006955403,0.0009590462,0.0005498396,0.0003866387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695203,"about_ca_system_score_gemma":0.0003959621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055231,"about_ca_topic_score_gemma":0.002477802,"domain_scores_codex":[0.9973537,0.0009902354,0.0004107855,0.0004678406,0.0004161148,0.000361311],"domain_scores_gemma":[0.9886783,0.003582996,0.005503562,0.001024638,0.0003708982,0.0008395492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002589943,0.00001263241,0.9986206,0.00002490062,0.0001027256,0.00003244669,0.00002893883,0.00002864994,0.00002783291,0.00001531336,0.0001167268,0.000730147],"study_design_scores_gemma":[0.00001183139,0.0001244387,0.9991181,0.00001590794,0.00009283284,0.0001383411,0.0001007905,0.0001564856,0.00003286713,0.0000336777,0.0001713695,0.000003276981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956671,0.0006124536,0.0001975342,0.0001132072,0.00001527994,0.00002271641,0.00241583,0.000008974856,0.000946786],"genre_scores_gemma":[0.9979817,0.00009560907,0.00007104575,0.00004085845,0.00001967711,0.00002165804,0.00169857,0.000005314059,0.00006557011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595507,"threshold_uncertainty_score":0.01901507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220786936","doi":"10.23736/s2724-6051.20.04107-7","title":"Classification and standardized reporting of percutaneous nephrolithotomy (PCNL): International Alliance of Urolithiasis (IAU) Consensus Statements","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Alliance; MEDLINE; Percutaneous nephrolithotomy; Statement (logic); Outcome (game theory); Medical physics; Surgery; Percutaneous; Political science; Mathematics","authors":[{"name":"Simon Choong","is_ca":false},{"name":"Jean de la Rosette","is_ca":false},{"name":"John D. Denstedt","is_ca":true},{"name":"Guohua Zeng","is_ca":false},{"name":"Kemal Sarıca","is_ca":false},{"name":"Giorgio Mazzon","is_ca":false},{"name":"Iliya Saltirov","is_ca":false},{"name":"Shashi Kiran Pal","is_ca":false},{"name":"Madhu Agrawal","is_ca":false},{"name":"Janak Desai","is_ca":false},{"name":"Aleš Petřík","is_ca":false},{"name":"Noor Buchholz","is_ca":false},{"name":"Marcus V. Maroclo","is_ca":false},{"name":"Stephen B. Gordon","is_ca":false},{"name":"Ashwin Sridhar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03654838771477608,"gpt":0.3368861255295263,"spread":0.3003377378147503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4279719,0.001601951,0.002163295,0.01479049,0.003960784,0.006946315,0.00708945,0.004204791,0.002006212],"category_scores_gemma":[0.4910121,0.001193871,0.003149644,0.009690975,0.005129919,0.004776294,0.00919979,0.006954032,0.001579967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062121,"about_ca_system_score_gemma":0.06064085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615721,"about_ca_topic_score_gemma":0.003957386,"domain_scores_codex":[0.4115832,0.3288968,0.1701671,0.0087932,0.0757982,0.004761611],"domain_scores_gemma":[0.3408359,0.1803801,0.1109835,0.03893742,0.3182685,0.01059451],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007457352,0.0006617028,0.03454882,0.03411713,0.001016843,0.0008055553,0.03510184,0.004078572,0.005925043,0.0566708,0.1754566,0.6508713],"study_design_scores_gemma":[0.0009177604,0.001454481,0.05346686,0.0799158,0.00129584,0.00275538,0.02832856,0.01384966,0.01062309,0.08954443,0.7167898,0.001058306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07054554,0.04671818,0.5301712,0.1925953,0.02154697,0.06447569,0.007862638,0.001916173,0.0641683],"genre_scores_gemma":[0.2052879,0.0153162,0.7233291,0.01145149,0.002409711,0.03176003,0.006827207,0.0003563506,0.003261901],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5720282,"threshold_uncertainty_score":0.7054125,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reporting","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4211212023","doi":"10.23736/s2724-6051.22.04680-8","title":"Partial vs. radical nephrectomy in non-metastatic pT3a kidney cancer patients: a population-based study","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Nephrectomy; Medicine; Propensity score matching; Urology; Urothelial cancer; Population; Incidence (geometry); Cumulative incidence; Kidney cancer; Internal medicine; Surgery; Cancer; Kidney; Bladder cancer","authors":[{"name":"Angela Pecoraro","is_ca":false},{"name":"Daniele Amparore","is_ca":false},{"name":"Matteo Manfredi","is_ca":false},{"name":"Federico Piramide","is_ca":false},{"name":"Enrico Checcucci","is_ca":false},{"name":"Zhe Tian","is_ca":true},{"name":"D. Peretti","is_ca":false},{"name":"Cristian Fiori","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true},{"name":"Francesco Porpiglia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136140724412857,"gpt":0.2681500396386812,"spread":0.2545359671973955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009963153,0.0001851726,0.0004064975,0.0003694456,0.0003628814,0.0005502273,0.0003920092,0.0004773051,0.001767757],"category_scores_gemma":[0.002162992,0.0001900415,0.0009751195,0.0007836792,0.0002906285,0.0004364322,0.0004141992,0.0006256832,0.0002112807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241233,"about_ca_system_score_gemma":0.0003569346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402678,"about_ca_topic_score_gemma":0.002465994,"domain_scores_codex":[0.99921,0.0002338626,0.00007363412,0.000251406,0.0001322076,0.00009883657],"domain_scores_gemma":[0.998763,0.000286032,0.0005992759,0.0001048793,0.00004895644,0.0001980013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003928816,0.00004564318,0.9979053,0.00001919978,0.000224424,0.0000439889,0.00003699894,0.00003476876,0.00009331422,0.0000234537,0.0000853993,0.001094643],"study_design_scores_gemma":[0.0000393939,0.0003423677,0.9984158,0.000008432938,0.0001604588,0.000330907,0.0001333328,0.0002085625,0.00004155067,0.00006992148,0.0002441496,0.000005126345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990296,0.000393744,0.00008105338,0.00003712681,0.000006988274,0.000006055159,0.0002174708,0.00000158442,0.0002263071],"genre_scores_gemma":[0.999651,0.00007256777,0.000029572,0.00002990741,0.00001233972,0.00000581252,0.0001620878,0.000001060633,0.00003558054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001767757,"threshold_uncertainty_score":0.005913734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147650474","doi":"10.23736/s2724-6051.21.04307-x","title":"Testosterone replacement therapy in hypogonadal male patients with hypogonadism and heart failure: a meta-analysis of randomized controlled studies","year":2022,"lang":"en","type":"review","venue":"Minerva Urology and Nephrology","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Internal medicine; Cardiology; Angina; Blood pressure; Placebo; Randomized controlled trial; Canadian Cardiovascular Society; Myocardial infarction","authors":[{"name":"Rossella Cannarella","is_ca":false},{"name":"Federica Barbagallo","is_ca":false},{"name":"Andrea Crafa","is_ca":false},{"name":"Laura M. Mongioì","is_ca":false},{"name":"Antônio Aversa","is_ca":false},{"name":"Emanuela A. Greco","is_ca":false},{"name":"Rosita A. Condorelli","is_ca":false},{"name":"Sandro La Vignera","is_ca":false},{"name":"Aldo E. Calogero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07026419413140973,"gpt":0.3180410854790997,"spread":0.24777689134769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0118809,0.00189149,0.01919992,0.002579035,0.0004453453,0.002805226,0.001525451,0.001825217,0.00357705],"category_scores_gemma":[0.0215174,0.0009694743,0.02786954,0.00385921,0.0006668781,0.001237118,0.0007923096,0.001568265,0.0002069974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153304,"about_ca_system_score_gemma":0.001624764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221257,"about_ca_topic_score_gemma":0.005572419,"domain_scores_codex":[0.9922647,0.004161209,0.001899328,0.0007636709,0.000678505,0.0002325205],"domain_scores_gemma":[0.9808021,0.01424995,0.003425322,0.0005476897,0.0007366475,0.0002383813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01032757,0.00005295956,0.004768705,0.1889956,0.7854959,0.0001161641,0.00004859305,0.0003613051,0.0002033564,0.00008046035,0.0003920083,0.00915735],"study_design_scores_gemma":[0.00344916,0.0005300473,0.005131759,0.01018565,0.9793608,0.00007435328,0.00003094954,0.0001713715,0.00008182981,0.0001497312,0.0008175212,0.00001686831],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01478544,0.9835663,0.0003982953,0.000200217,0.0001988109,0.0002662668,0.0003401829,0.0000246451,0.0002197935],"genre_scores_gemma":[0.4327686,0.5606484,0.002032072,0.001366401,0.0005728968,0.001208371,0.0009221657,0.00003171992,0.0004492824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01919992,"threshold_uncertainty_score":0.06283295,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4210991865","doi":"10.23736/s2724-6051.21.04558-4","title":"Robotic ureteral reimplantation: systematic review and pooled analysis of comparative outcomes in adults","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pooled analysis; Meta-analysis; MEDLINE; Blood loss; Statistical analysis; Preference","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01846214778855191,"gpt":0.2922997522261896,"spread":0.2738376044376377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0282438,0.00237544,0.02190149,0.0103113,0.000519446,0.003888527,0.002258342,0.002058043,0.003317972],"category_scores_gemma":[0.06956461,0.0012781,0.03081821,0.01132919,0.0009547749,0.00223003,0.002036762,0.001356558,0.0002946845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211016,"about_ca_system_score_gemma":0.006289988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961517,"about_ca_topic_score_gemma":0.008759764,"domain_scores_codex":[0.9681645,0.01359199,0.01255542,0.002206371,0.00296622,0.0005154188],"domain_scores_gemma":[0.9551101,0.02730821,0.01203583,0.001425249,0.003726389,0.0003942751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001364393,0.00002562256,0.002278291,0.6914439,0.2921192,0.0001000198,0.0001018639,0.0001994227,0.0001140906,0.000109972,0.0003939524,0.01174944],"study_design_scores_gemma":[0.001325284,0.0005621029,0.006414732,0.1105946,0.8774714,0.0002047015,0.0001277692,0.0001602879,0.0001778404,0.000232024,0.002681579,0.00004759776],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006016133,0.9900546,0.0007963254,0.0001596742,0.0001409847,0.001255944,0.001239275,0.00002205174,0.0003150305],"genre_scores_gemma":[0.1962001,0.7863872,0.005830208,0.001086003,0.0003597183,0.007581964,0.002226499,0.00003879497,0.0002894125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0282438,"threshold_uncertainty_score":0.1493692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169170857","doi":"10.23736/s2724-6051.21.04216-6","title":"Impact of the preoperative modified Glasgow Prognostic Score on disease outcome after radical cystectomy for urothelial carcinoma of the bladder","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Receiver operating characteristic; Logistic regression; Proportional hazards model; Internal medicine; Bladder cancer; Urology; Lymph node; Lymphovascular invasion; Area under the curve; Carcinoma; Gastroenterology; Oncology; Metastasis; Cancer","authors":[{"name":"Victor M. Schuettfort","is_ca":false},{"name":"Kilian M. Gust","is_ca":false},{"name":"David D’Andrea","is_ca":false},{"name":"Fahad Quhal","is_ca":false},{"name":"Hadi Mostafaei","is_ca":false},{"name":"Ekaterina Laukhtina","is_ca":false},{"name":"Keiichiro Mori","is_ca":false},{"name":"Michael Rink","is_ca":false},{"name":"Mohammad Abufaraj","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true},{"name":"Stefano Luzzago","is_ca":true},{"name":"Morgan Rouprêt","is_ca":false},{"name":"Dmitry Enikeev","is_ca":false},{"name":"Kristin Zimmermann","is_ca":false},{"name":"Marina Deuker","is_ca":true},{"name":"Marco Moschini","is_ca":false},{"name":"Reza Sari Motlagh","is_ca":false},{"name":"Nico C. Grossmann","is_ca":false},{"name":"Satoshi Katayama","is_ca":false},{"name":"Benjamin Pradère","is_ca":false},{"name":"Shahrokh F. Shariat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01903660839766036,"gpt":0.2712626383233623,"spread":0.252226029925702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008748414,0.0002441118,0.000238902,0.0005516817,0.0001317398,0.0003818681,0.0002524685,0.0002880921,0.0006941984],"category_scores_gemma":[0.004300308,0.00008680737,0.0003228071,0.0005137084,0.0003290636,0.0002929899,0.0003176708,0.0003382487,0.0000914755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089731,"about_ca_system_score_gemma":0.0004040982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553785,"about_ca_topic_score_gemma":0.00217582,"domain_scores_codex":[0.9995565,0.0001627917,0.00004623235,0.00006193437,0.00009627171,0.0000762417],"domain_scores_gemma":[0.9974095,0.0008714476,0.0010717,0.0001331785,0.0001447429,0.0003694633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783837,0.0000109156,0.9980566,0.00000562994,0.0000304399,0.00003837377,0.000007355154,0.0001089891,0.00006981192,0.000005726796,0.00004472507,0.00144298],"study_design_scores_gemma":[0.000006838987,0.00009855203,0.9988726,0.000004248052,0.00003167048,0.0002352246,0.0000212334,0.0005545944,0.00006535614,0.00002294468,0.00008393022,0.000002881633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993621,0.0002939465,0.00005264514,0.00003990821,0.00000508954,0.000002638822,0.0001080069,0.000002398696,0.0001332056],"genre_scores_gemma":[0.9997535,0.0000381441,0.00003088909,0.000006634566,0.000007481749,0.000001529312,0.000141813,5.355474e-7,0.00001938491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001553785,"threshold_uncertainty_score":0.004626691,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3137527432","doi":"10.23736/s2724-6051.21.04023-6","title":"Prognostic effect of preoperative systemic immune-inflammation index in patients treated with cytoreductive nephrectomy for metastatic renal cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; Internal medicine; Concordance; Proportional hazards model; Kidney cancer; Population; Urology; Youden's J statistic; Gastroenterology; Oncology; Surgery; Predictive value; Kidney","authors":[{"name":"Ekaterina Laukhtina","is_ca":false},{"name":"Benjamin Pradère","is_ca":false},{"name":"David D’Andrea","is_ca":false},{"name":"Giuseppe Rosiello","is_ca":true},{"name":"Stefano Luzzago","is_ca":true},{"name":"Angela Pecoraro","is_ca":true},{"name":"Carlotta Palumbo","is_ca":true},{"name":"Sophie Knipper","is_ca":true},{"name":"Pierre I. Karakiewicz","is_ca":true},{"name":"Vitaly Margulis","is_ca":false},{"name":"Fahad Quhal","is_ca":false},{"name":"Reza Sari Motlagh","is_ca":false},{"name":"Hadi Mostafaei","is_ca":false},{"name":"Keiichiro Mori","is_ca":false},{"name":"Victor M. Schuettfort","is_ca":false},{"name":"Dmitry Enikeev","is_ca":false},{"name":"Shahrokh F. Shariat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00545880771218472,"gpt":0.2192307483982544,"spread":0.2137719406860697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896676,0.0001764915,0.000275497,0.0003246942,0.0001846956,0.0003271243,0.0001819241,0.0002174874,0.0007598885],"category_scores_gemma":[0.00206045,0.00009374295,0.0003381051,0.0004713473,0.0002416672,0.0001858616,0.0002210979,0.000369478,0.00007680558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323067,"about_ca_system_score_gemma":0.0003003508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205399,"about_ca_topic_score_gemma":0.001858092,"domain_scores_codex":[0.9997903,0.00006161044,0.00002529326,0.00003822459,0.00004961409,0.00003507131],"domain_scores_gemma":[0.9985997,0.0004119779,0.0005849309,0.0000532813,0.00009888799,0.0002511585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429439,0.000008256852,0.9988647,0.000004083714,0.00001814869,0.00003018043,0.000007439247,0.00006744238,0.00009509458,0.000005141005,0.0000249441,0.000731875],"study_design_scores_gemma":[0.000005471533,0.0001013714,0.9988695,0.000004037288,0.00003442397,0.0002137915,0.00003982818,0.000551154,0.00008691015,0.00002157725,0.00006933384,0.000002669747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990948,0.0005223606,0.00008501984,0.00003339432,0.000005763463,0.000002597751,0.00007068047,0.000002616441,0.0001828679],"genre_scores_gemma":[0.9997796,0.00005711362,0.00004522331,0.000005512096,0.000006748578,0.000001538643,0.00008115423,4.443832e-7,0.000022694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205399,"threshold_uncertainty_score":0.002589643,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4281647247","doi":"10.23736/s2724-6051.22.04893-5","title":"The impact of surgical volume on perioperative safety after urethroplasty: a population-based study","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Perioperative; Logistic regression; Urethroplasty; Surgery; Internal medicine; Urethra","authors":[{"name":"Giuseppe Basile","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true},{"name":"Zhe TIAN","is_ca":true},{"name":"Radoš DJINOVIĆ","is_ca":false},{"name":"Francesco Montorsi","is_ca":false},{"name":"Guido Barbagli","is_ca":false},{"name":"Pankaj JOSHI","is_ca":false},{"name":"Sanjay B. KULKARNI","is_ca":false},{"name":"Marco BANDINI","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00905715753682985,"gpt":0.2775954366596068,"spread":0.2685382791227769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111374,0.0002125146,0.0002617153,0.0009957521,0.0003109524,0.0007699798,0.0004910218,0.0004206288,0.0012069],"category_scores_gemma":[0.004571012,0.0002964912,0.0006111276,0.001503425,0.0004284324,0.0007427149,0.000538169,0.0006284437,0.000155677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860983,"about_ca_system_score_gemma":0.0003758404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754621,"about_ca_topic_score_gemma":0.00339772,"domain_scores_codex":[0.9988492,0.0003848918,0.0001543049,0.0002450832,0.0002172696,0.0001492556],"domain_scores_gemma":[0.9947141,0.00107143,0.003181247,0.0002950153,0.0002679598,0.0004701952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002427727,0.00001303102,0.9994982,0.000004280597,0.00004073637,0.00001590639,0.00001831554,0.00001599805,0.00002277035,0.00000710019,0.00001944861,0.0003197875],"study_design_scores_gemma":[0.000001820872,0.00006924481,0.9994941,0.000003951021,0.00002392473,0.0001318322,0.00008808263,0.0001054808,0.00001457468,0.00001464365,0.00005027573,0.00000214418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991849,0.0002521498,0.00009396279,0.00004413875,0.00000381418,0.000004618566,0.0002011495,0.000002133851,0.0002131149],"genre_scores_gemma":[0.9996921,0.00007368701,0.00004675927,0.00001682019,0.000008654925,0.000003637545,0.0001307253,0.000001100679,0.00002661068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002754621,"threshold_uncertainty_score":0.005877554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152668315","doi":"10.23736/s2724-6051.21.04174-4","title":"The impact of age on pathological insignificant prostate cancer rates in contemporary robot-assisted prostatectomy patients despite active surveillance eligibility","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prostate cancer; Prostatectomy; Medicine; Logistic regression; Oncology; Pathological; Internal medicine; Cancer; Demography","authors":[{"name":"Sami‐Ramzi Leyh‐Bannurah","is_ca":false},{"name":"Christian von Wagner","is_ca":false},{"name":"Andreas Schuette","is_ca":false},{"name":"M. Addali","is_ca":false},{"name":"Nikolaos Liakos","is_ca":false},{"name":"Katarína Urbanová","is_ca":false},{"name":"Mikolaj Mendrek","is_ca":false},{"name":"Matthias Oelke","is_ca":false},{"name":"Jörn H. Witt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03410452570282409,"gpt":0.3310405645605866,"spread":0.2969360388577625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101743,0.0001420967,0.0002243749,0.0007608432,0.0002520569,0.0007032854,0.0003409091,0.0002832367,0.00105407],"category_scores_gemma":[0.005181561,0.0001199551,0.000371832,0.0008131263,0.0003747783,0.0005207143,0.0005029689,0.0004192428,0.0001360745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110206,"about_ca_system_score_gemma":0.0003773416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722497,"about_ca_topic_score_gemma":0.003603706,"domain_scores_codex":[0.9993325,0.0001554253,0.00009029119,0.0001527672,0.0001551062,0.0001138282],"domain_scores_gemma":[0.9954343,0.001325416,0.002236417,0.0002659681,0.0003029313,0.0004349122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004836778,0.000003710313,0.9993607,0.000002404311,0.00000986499,0.00001425311,0.00001526651,0.00002506618,0.00002604729,0.000006586496,0.00001241209,0.0004753722],"study_design_scores_gemma":[0.000001472858,0.00005311192,0.9995223,0.000002123936,0.00001540704,0.0001387338,0.00005646158,0.00009820666,0.00003024806,0.00001017518,0.00007016914,0.000001441708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992645,0.0002612096,0.0000569983,0.00002022368,0.000003289709,0.000002987696,0.0001477383,0.000001569758,0.0002413986],"genre_scores_gemma":[0.9997922,0.00004007374,0.00001681572,0.000004921547,0.000006452966,0.000001568386,0.0001200372,6.185074e-7,0.00001739915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002722497,"threshold_uncertainty_score":0.005413294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297785758","doi":"10.23736/s2724-6051.22.04881-9","title":"Management of renal cell carcinoma in transplant kidney: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Minerva Urology and Nephrology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Renal cell carcinoma; Medicine; Urology; Systematic review; Oncology; Internal medicine; MEDLINE; Biology","authors":[{"name":"Fabio Crocerossa","is_ca":false},{"name":"Riccardo Autorino","is_ca":false},{"name":"Ithaar Derweesh","is_ca":false},{"name":"Umberto Carbonara","is_ca":false},{"name":"Francesco Cantiello","is_ca":false},{"name":"Rocco Damiano","is_ca":false},{"name":"J. Rubio‐Briones","is_ca":false},{"name":"Morgan Rouprêt","is_ca":false},{"name":"Alberto Breda","is_ca":false},{"name":"Alessandro Volpe","is_ca":false},{"name":"Maria Carmen Mir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0615519053923469,"gpt":0.2938507372492302,"spread":0.2322988318568833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008125781,0.001841248,0.01414853,0.004916096,0.0005560242,0.002396987,0.001848957,0.001695742,0.003384436],"category_scores_gemma":[0.01935089,0.0008766456,0.02307386,0.006916555,0.0005134715,0.001378368,0.001095334,0.001302157,0.0002267325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346209,"about_ca_system_score_gemma":0.003515991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007734429,"about_ca_topic_score_gemma":0.01677685,"domain_scores_codex":[0.9942866,0.002517562,0.001582048,0.0006726514,0.0006822375,0.0002589296],"domain_scores_gemma":[0.9884673,0.008140988,0.002058922,0.0002946779,0.0008717,0.0001663843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001275686,0.00002807932,0.004756453,0.6438637,0.3319758,0.0001764441,0.00009995663,0.0006815862,0.000202514,0.0001588455,0.001183449,0.01559754],"study_design_scores_gemma":[0.0005086025,0.0002314521,0.007302173,0.08207004,0.9048733,0.0001943839,0.00007504768,0.000263103,0.0001350657,0.0002800143,0.00403301,0.00003383658],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002945354,0.9957295,0.0002353739,0.000170851,0.00006478024,0.0001422098,0.0005122878,0.00001169062,0.0001879448],"genre_scores_gemma":[0.1269452,0.869108,0.00121485,0.0007337361,0.0001858549,0.0007178491,0.0008795561,0.00001638628,0.0001985314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01414853,"threshold_uncertainty_score":0.04297376,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4249189896","doi":"10.23736/s2724-6051.20.03938-7","title":"Prognostic value of preoperative albumin to globulin ratio in patients treated with salvage radical prostatectomy for radiation recurrent prostate cancer","year":2021,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Biochemical recurrence; Proportional hazards model; Confounding; Internal medicine; Retrospective cohort study; Radiation therapy; Oncology; Cancer; Urology; Metastasis; Surgery","authors":[{"name":"Fahad Quhal","is_ca":false},{"name":"Benjamin Pradère","is_ca":false},{"name":"Reza Sari Motlagh","is_ca":false},{"name":"Keiichiro Mori","is_ca":false},{"name":"Ekaterina Laukhtina","is_ca":false},{"name":"Abdulmajeed Aydh","is_ca":false},{"name":"Hadi Mostafaei","is_ca":false},{"name":"Ivan Lysenko","is_ca":false},{"name":"Victor M. Schuettfort","is_ca":false},{"name":"Franziska Stolzenbach","is_ca":true},{"name":"Carlotta Palumbo","is_ca":true},{"name":"Axel Heidenreich","is_ca":false},{"name":"Alberto Briganti","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true},{"name":"Piotr Chłosta","is_ca":false},{"name":"Shahrokh F. Shariat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008699996550671012,"gpt":0.2636115542382733,"spread":0.2549115576876023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003864452,0.0001843966,0.0002612112,0.0005949995,0.000171953,0.0003338213,0.0002749664,0.0002516847,0.001122917],"category_scores_gemma":[0.002961903,0.0001103103,0.0002798169,0.0005346253,0.000276006,0.0002051602,0.000193422,0.0003897556,0.0001034298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939729,"about_ca_system_score_gemma":0.0003091275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152878,"about_ca_topic_score_gemma":0.001206975,"domain_scores_codex":[0.9997838,0.00006954711,0.00002500134,0.00003210027,0.00005535628,0.0000342134],"domain_scores_gemma":[0.9983435,0.0004614338,0.0007981123,0.0000470195,0.0001328959,0.0002170696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000629046,0.000006714746,0.9987198,0.000005660069,0.00002152137,0.00008873414,0.00001014859,0.00004873585,0.0001185568,0.000004015646,0.00003534647,0.0008778994],"study_design_scores_gemma":[0.000003793833,0.00009008867,0.9983945,0.000005664543,0.00004451974,0.0008578945,0.00004302148,0.0003607783,0.0001134865,0.00001684265,0.00006646269,0.00000300513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990171,0.0006434394,0.00008190587,0.00004718324,0.000004882357,0.000002899539,0.00005921882,0.000005986435,0.0001373448],"genre_scores_gemma":[0.9998096,0.00006935048,0.00003895859,0.000007162531,0.000006586142,0.000001269515,0.00005106079,8.744051e-7,0.00001522527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001152878,"threshold_uncertainty_score":0.003756523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2555968680","doi":"10.23736/s0393-2249.16.02713-2","title":"Use of adjuvant chemotherapy in radical cystectomy patients aged &gt;65 years: a population-based study from the surveillance epidemiology and end results (SEER)-medicare database","year":2017,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Cystectomy; Surveillance, Epidemiology, and End Results; Epidemiology; Internal medicine; Stage (stratigraphy); Bladder cancer; Logistic regression; Lymph node; Marital status; Odds ratio; Chemotherapy; Urology; Oncology; Population; Cancer; Cancer registry","authors":[{"name":"Jonas Schiffmann","is_ca":true},{"name":"Maxine Sun","is_ca":true},{"name":"Giorgio Gandaglia","is_ca":true},{"name":"Zeh Tian","is_ca":true},{"name":"Ioana Popa","is_ca":true},{"name":"Alessandro Larcher","is_ca":true},{"name":"Alberto Briganti","is_ca":false},{"name":"Michael McCormack","is_ca":true},{"name":"Shahrokh F. Shariat","is_ca":false},{"name":"Francesco Montorsi","is_ca":false},{"name":"Markus Graefen","is_ca":false},{"name":"Fred Saad","is_ca":true},{"name":"Pierre I. Karakiewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03969391810440449,"gpt":0.3079397051772022,"spread":0.2682457870727977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005999434,0.0001532631,0.0003010621,0.0007329799,0.0002709489,0.0005224048,0.0002971471,0.0003542509,0.0007923745],"category_scores_gemma":[0.001626158,0.000240416,0.0004051591,0.00151319,0.0001540094,0.0005038432,0.0003496197,0.0004402242,0.0001495686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346761,"about_ca_system_score_gemma":0.0003117884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008524694,"about_ca_topic_score_gemma":0.01160794,"domain_scores_codex":[0.9996384,0.00007836543,0.00006157959,0.00007851633,0.00008708861,0.00005589245],"domain_scores_gemma":[0.9988354,0.0001427222,0.0007224175,0.0000613004,0.00008952297,0.0001486836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002495622,0.00001614229,0.9994712,0.000004969036,0.00003144882,0.00001657285,0.00002088259,0.00001544003,0.00003246956,0.000005178898,0.00006201035,0.0002987662],"study_design_scores_gemma":[0.000004576069,0.0000334912,0.9995385,0.000004941601,0.0000245674,0.00009723141,0.00007137971,0.00008726497,0.00001279028,0.000006907616,0.0001166036,0.000001687608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981679,0.0003176423,0.0000433881,0.00004973825,0.000005062181,0.000008901221,0.001134408,0.000002489117,0.0002705062],"genre_scores_gemma":[0.9988347,0.0001726835,0.00003581031,0.00004173207,0.000008800291,0.000009041672,0.0008246501,9.430017e-7,0.00007168987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008524694,"threshold_uncertainty_score":0.01695013,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4380538775","doi":"10.23736/s2724-6051.23.05289-8","title":"Stage-dependent survival in patients treated with neoadjuvant chemotherapy and radical cystectomy","year":2023,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Cystectomy; Chemotherapy; Stage (stratigraphy); Medicine; Oncology; Urology; Internal medicine; Bladder cancer; Cancer","authors":[{"name":"David D’Andrea","is_ca":false},{"name":"Shahrokh F. Shariat","is_ca":false},{"name":"Francesco Soria","is_ca":false},{"name":"Ettore Di Trapani","is_ca":false},{"name":"Laura S. Mertens","is_ca":false},{"name":"Bas W. van Rhijn","is_ca":false},{"name":"Colin P. Dinney","is_ca":false},{"name":"Peter C. Black","is_ca":true},{"name":"Philippe E. Spiess","is_ca":false},{"name":"Diego M. CARRION","is_ca":false},{"name":"Benjamin Pradère","is_ca":false},{"name":"Elena Tonin","is_ca":false},{"name":"Renate Pichler","is_ca":false},{"name":"Ronan Filippot","is_ca":false},{"name":"Andrea Mari","is_ca":false},{"name":"Marco Moschini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01139905607964642,"gpt":0.2480301552139841,"spread":0.2366310991343377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004448521,0.0001533008,0.0003242145,0.0003549463,0.0003102994,0.0003960909,0.0002366601,0.0003120676,0.0009163006],"category_scores_gemma":[0.002091037,0.000137374,0.0003905018,0.0004918456,0.0002864155,0.0002474538,0.0002887812,0.0003502788,0.0001029732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459006,"about_ca_system_score_gemma":0.0004869275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724268,"about_ca_topic_score_gemma":0.003523683,"domain_scores_codex":[0.9996886,0.00009946444,0.0000286679,0.00006313247,0.00005143506,0.00006862696],"domain_scores_gemma":[0.9984562,0.0003356429,0.0008027017,0.00006609532,0.00007782422,0.0002615278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317243,0.00000800259,0.9991108,0.000003110266,0.00002378402,0.00006429406,0.00001392258,0.00003482803,0.00009409444,0.000005499129,0.0000257492,0.0004841302],"study_design_scores_gemma":[0.000008666868,0.0001037281,0.9989705,0.000005014171,0.00003248286,0.0004842511,0.00005550476,0.0001414174,0.00005002672,0.00002022479,0.0001256377,0.000002479122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993678,0.0003034041,0.00003829917,0.00003320481,0.000005217155,0.000003183798,0.00009473406,0.000001181805,0.0001530073],"genre_scores_gemma":[0.999634,0.00006950957,0.0000300694,0.00001770236,0.00001276053,0.000003545588,0.0001956177,8.548258e-7,0.00003582659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724268,"threshold_uncertainty_score":0.0034284,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4377832483","doi":"10.23736/s2724-6051.23.05151-0","title":"Cancer-specific mortality free survival rates in non-metastatic non-clear cell renal carcinoma patients at intermediate/high risk of recurrence","year":2023,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Chromophobe cell; Medicine; Internal medicine; Proportional hazards model; Stage (stratigraphy); Oncology; Clear cell; Renal cell carcinoma; Cancer; Carcinoma; Gastroenterology; Urology; Biology","authors":[{"name":"Mattia Luca Piccinelli","is_ca":true},{"name":"Andrea Panunzio","is_ca":true},{"name":"Stefano Tappero","is_ca":true},{"name":"Cristina Cano Garcia","is_ca":true},{"name":"Francesco Barletta","is_ca":true},{"name":"Reha‐Baris Incesu","is_ca":true},{"name":"Zhe TIAN","is_ca":true},{"name":"Stefano Luzzago","is_ca":false},{"name":"Francesco Alessandro Mistretta","is_ca":false},{"name":"Matteo Ferro","is_ca":false},{"name":"Fred Saad","is_ca":true},{"name":"Shahrokh F. Shariat","is_ca":false},{"name":"Derya Tilki","is_ca":false},{"name":"Alberto Briganti","is_ca":false},{"name":"Felix K.‐H. Chun","is_ca":false},{"name":"Carlo Terrone","is_ca":false},{"name":"Alessandro Antonelli","is_ca":false},{"name":"Ottavio De Cobelli","is_ca":false},{"name":"Gennaro Musi","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02274417247434229,"gpt":0.2647398998743191,"spread":0.2419957273999768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388885,0.0001087714,0.0003931458,0.0002731562,0.000117319,0.0003323485,0.000197823,0.0003144011,0.001344832],"category_scores_gemma":[0.002957252,0.00008758297,0.0008047961,0.000299282,0.0001323715,0.0002404566,0.0002339586,0.0004132692,0.0001134524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709556,"about_ca_system_score_gemma":0.0003988705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124197,"about_ca_topic_score_gemma":0.002860283,"domain_scores_codex":[0.9994832,0.0002149503,0.00005073535,0.0001148153,0.00007851514,0.00005772572],"domain_scores_gemma":[0.9985763,0.0005450749,0.0005231012,0.00007126416,0.00009979678,0.0001845952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01013052,0.0001312977,0.9697673,0.0002664517,0.0008107171,0.0001119438,0.00005628598,0.0005097213,0.0005481617,0.00008447866,0.0008182242,0.01676482],"study_design_scores_gemma":[0.0005240212,0.001456051,0.9956808,0.00003550771,0.0005245187,0.0002557418,0.00003965616,0.0004914819,0.0002179521,0.0001257385,0.0006400995,0.00000841205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952415,0.00332276,0.0001022153,0.0001601025,0.000012359,0.00001445363,0.0006983677,0.000005656857,0.0004425902],"genre_scores_gemma":[0.9987845,0.0003120709,0.00004578375,0.00004442891,0.00001573372,0.00001348512,0.0006838489,9.119836e-7,0.0000992524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001388885,"threshold_uncertainty_score":0.0073452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404021494","doi":"10.23736/s2724-6051.24.05938-x","title":"Validation of lymphovascular invasion as a predictor of lymph-node invasion in squamous cell carcinoma of the penis","year":2024,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Genital Health and Disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Lymphovascular invasion; Penis; Basal cell; Lymph node; Carcinoma; Pathology; Medicine; Oncology; Biology; Internal medicine; Metastasis; Anatomy; Cancer","authors":[{"name":"Letizia Maria Ippolita Jannello","is_ca":true},{"name":"M. De Angelis","is_ca":true},{"name":"Carolin Siech","is_ca":true},{"name":"Francesco DI Bello","is_ca":true},{"name":"Natali Rodriguez Peñaranda","is_ca":true},{"name":"Zhe TIAN","is_ca":true},{"name":"Jordan A. Goyal","is_ca":true},{"name":"Stefano Luzzago","is_ca":false},{"name":"Francesco Alessandro Mistretta","is_ca":false},{"name":"Fred Saad","is_ca":true},{"name":"Felix K.‐H. Chun","is_ca":false},{"name":"Alberto Briganti","is_ca":false},{"name":"Stefano Puliatti","is_ca":false},{"name":"Nicola Longo","is_ca":false},{"name":"Ottavio DE COBELLI","is_ca":false},{"name":"Gennaro Musi","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0128691319146991,"gpt":0.2420519958800916,"spread":0.2291828639653925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005685104,0.0004758725,0.0003405616,0.0009362355,0.0003041023,0.0008100804,0.0006167176,0.0003548211,0.0007308108],"category_scores_gemma":[0.01518583,0.0001748873,0.0004589046,0.0008436703,0.0004880132,0.000401701,0.0007305354,0.0005826476,0.0002882537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003703538,"about_ca_system_score_gemma":0.0008520359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928963,"about_ca_topic_score_gemma":0.002685393,"domain_scores_codex":[0.9981279,0.0009052923,0.0001679971,0.0002496663,0.0004077589,0.0001414341],"domain_scores_gemma":[0.9881236,0.005678286,0.003055225,0.0008789423,0.001678875,0.0005850715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007083982,0.00001027049,0.9979754,0.00001231334,0.00003320446,0.00001764387,0.00001311906,0.0001386594,0.0002106388,0.000005827628,0.00002390745,0.001488217],"study_design_scores_gemma":[0.0000155976,0.0003172062,0.9934616,0.00003078548,0.000116021,0.0004730512,0.00007218774,0.003774915,0.001363599,0.00005593253,0.0003112956,0.000007754825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983045,0.0004109921,0.0006200383,0.00003621305,0.00001059546,0.00001518615,0.0003141072,0.000008090596,0.0002803266],"genre_scores_gemma":[0.999196,0.00006229945,0.0003905686,0.000009809088,0.000009181242,0.000007604899,0.0002812319,0.000001951688,0.00004131159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005685104,"threshold_uncertainty_score":0.03006607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385477414","doi":"10.23736/s2724-6051.23.05342-9","title":"Regional differences in stage distribution and rates of treatment for adrenocortical carcinoma across United States SEER registries","year":2023,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Adrenalectomy; Systemic therapy; Adrenocortical carcinoma; Epidemiology; Stage (stratigraphy); Internal medicine; Population; Demography; Oncology; Surgery; Cancer","authors":[{"name":"Andrea Panunzio","is_ca":true},{"name":"Stefano Tappero","is_ca":true},{"name":"Mattia Luca Piccinelli","is_ca":true},{"name":"Cristina Cano Garcia","is_ca":true},{"name":"Francesco Barletta","is_ca":true},{"name":"Reha‐Baris Incesu","is_ca":true},{"name":"Kyle Law","is_ca":true},{"name":"Zhe TIAN","is_ca":true},{"name":"Alessandro Tafuri","is_ca":false},{"name":"Fred Saad","is_ca":true},{"name":"Shahrokh F. Shariat","is_ca":false},{"name":"Derya Tilki","is_ca":false},{"name":"Alberto Briganti","is_ca":false},{"name":"Felix K.‐H. Chun","is_ca":false},{"name":"Ottavio De Cobelli","is_ca":false},{"name":"Carlo Terrone","is_ca":false},{"name":"Isabelle Bourdeau","is_ca":true},{"name":"Maria Angela Cerruto","is_ca":false},{"name":"Alessandro Antonelli","is_ca":false},{"name":"Pierre I. Karakiewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05556779925902319,"gpt":0.3209647035755706,"spread":0.2653969043165474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006387737,0.0001392765,0.0002911229,0.001308298,0.0001876623,0.0005261783,0.0003831109,0.0001752168,0.001225117],"category_scores_gemma":[0.01562431,0.0001668676,0.00061471,0.002342745,0.0002375777,0.0004186378,0.0006717017,0.0002687177,0.0001867551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819556,"about_ca_system_score_gemma":0.0006696743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030229,"about_ca_topic_score_gemma":0.01660295,"domain_scores_codex":[0.994242,0.003201673,0.0007283195,0.0009408271,0.0005543603,0.0003327945],"domain_scores_gemma":[0.9778672,0.005703312,0.01235352,0.001824785,0.001732256,0.000518915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000431332,0.000004832285,0.9982682,0.00001263452,0.00008715123,0.00001186961,0.00005993011,0.000126167,0.0000602072,0.00006964118,0.0002230999,0.001032938],"study_design_scores_gemma":[0.000008524301,0.00002927166,0.9983628,0.00001707398,0.00008581844,0.0001256845,0.0001875114,0.0004339803,0.0001052914,0.00005687121,0.0005830689,0.000004044572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923562,0.0006295278,0.001034826,0.0002065931,0.00001025596,0.00003832128,0.004387304,0.00001904486,0.001317982],"genre_scores_gemma":[0.9971672,0.0001247048,0.0003519517,0.00004960193,0.000007904027,0.00002514725,0.002195362,0.00000577239,0.00007249288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030229,"threshold_uncertainty_score":0.03378201,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4396895328","doi":"10.23736/s2724-6051.24.05630-1","title":"The role of androgen deprivation therapy prior to radical prostatectomy in high-risk prostate cancer: a systematic review","year":2024,"lang":"en","type":"review","venue":"Minerva Urology and Nephrology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Androgen deprivation therapy; Hormonal therapy; Systematic review; Randomized controlled trial; Cochrane Library; Observational study; Pathological; Oncology; Antiandrogen; MEDLINE; Clinical trial; Internal medicine; Cancer","authors":[{"name":"Yenny ARROYO-ROJAS","is_ca":false},{"name":"Lara Rodríguez‐Sánchez","is_ca":false},{"name":"Gianmarco Colandrea","is_ca":false},{"name":"Hugo Otaola-Arca","is_ca":false},{"name":"Camille Lanz","is_ca":false},{"name":"Éric Barret","is_ca":false},{"name":"Rafael Sánchez-Salas","is_ca":true},{"name":"Petr Macek","is_ca":false},{"name":"Xavier Cathelineau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01453434743195429,"gpt":0.3054112875444519,"spread":0.2908769401124976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009636305,0.00113374,0.009322546,0.005687832,0.0004758423,0.002214869,0.001866787,0.0020186,0.003053002],"category_scores_gemma":[0.04140572,0.0009480264,0.008531047,0.006942546,0.0009230888,0.001836271,0.0009292889,0.001101422,0.0002015288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003667946,"about_ca_system_score_gemma":0.01018885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012082,"about_ca_topic_score_gemma":0.02581907,"domain_scores_codex":[0.9893833,0.005187553,0.00301096,0.0008241448,0.001336935,0.000257084],"domain_scores_gemma":[0.9585029,0.03193838,0.006563963,0.0004643722,0.002109534,0.0004208846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003462093,0.00001457211,0.001305251,0.9651335,0.0172413,0.00008892802,0.000105159,0.00009743332,0.00007392972,0.0001040287,0.000631263,0.01485829],"study_design_scores_gemma":[0.0008819461,0.0005600492,0.0118044,0.8016267,0.1731932,0.0005017156,0.0002713176,0.0001739016,0.0002134562,0.0002581818,0.01046159,0.00005348301],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001466102,0.9977915,0.00007258913,0.0001496426,0.00006363376,0.0001575703,0.0001648139,0.000003936489,0.000130219],"genre_scores_gemma":[0.04806544,0.9496759,0.0006209968,0.0005956619,0.0001229626,0.0006003632,0.0002193706,0.000005441598,0.00009385616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01012082,"threshold_uncertainty_score":0.05096221,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"}]}