{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"8f87c5be9f0e","filters":{"venue":"Annali Italiani di Chirurgia"}},"results":[{"id":"W4401781960","doi":"10.62713/aic.3511","title":"Efficacy and Safety of Endorectal Advancement Flap for the Treatment of Anal Fistula: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Annali Italiani di Chirurgia","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Hebei University of Chinese Medicine; Hebei University","keywords":"Medicine; Meta-analysis; Anal fistula; Subgroup analysis; Confidence interval; Internal medicine; Publication bias; Surgery; Fistula","authors":[{"name":"Linyue Wang","is_ca":false},{"name":"Hongyuan Sun","is_ca":false},{"name":"Jihua Gao","is_ca":false},{"name":"Wencong Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08708882285166249,"gpt":0.3945121228555983,"spread":0.3074233000039359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002416612,0.0006760104,0.008828986,0.0001979953,0.0000808106,0.00002224753,0.0001146724,0.0000982575,0.0001507209],"category_scores_gemma":[0.00007571215,0.0002863128,0.004557061,0.0005315835,0.0001527051,0.00003531864,0.00004649598,0.00007211301,0.000004484832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000793837,"about_ca_system_score_gemma":0.00009778112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004076612,"about_ca_topic_score_gemma":0.00001463663,"domain_scores_codex":[0.9973835,0.0001384612,0.001401636,0.0005250254,0.0003127119,0.0002387],"domain_scores_gemma":[0.9978825,0.0005305167,0.000678455,0.0006431107,0.0001000027,0.0001653916],"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":[0.00006643245,0.0003169397,0.000006498629,0.6227592,0.3698947,0.00002548588,0.00008074621,1.545289e-7,5.759875e-8,0.0002637845,0.0001406557,0.006445338],"study_design_scores_gemma":[0.0006229579,0.000713321,0.00004418299,0.0247233,0.918872,0.0000469071,0.00002751641,0.000006510562,8.933865e-7,0.000007711856,0.05473826,0.0001964392],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001050412,0.9902509,0.00001905377,0.0002428661,0.00003330495,0.007379553,0.00193764,0.00001618457,0.000110034],"genre_scores_gemma":[0.0003073732,0.9943492,0.00005766366,0.00008568705,0.00002541185,0.001189863,0.0004934142,0.00004768857,0.00344366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5980359,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412487046","doi":"10.62713/aic.3917","title":"Comparison of Laparoscopic and Robotic Lateral Lymph Node Dissection for Rectal Cancer: A Systematic Review and Meta-analysis of Short- and Long-term Outcomes","year":2025,"lang":"en","type":"review","venue":"Annali Italiani di Chirurgia","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Dissection (medical); Meta-analysis; Colorectal cancer; Lymph node; General surgery; Term (time); Cancer; Surgery; Internal medicine","authors":[{"name":"Fabio Rondelli","is_ca":false},{"name":"Alessio Lucarini","is_ca":false},{"name":"Giovanni Maria Garbarino","is_ca":false},{"name":"Graziano Ceccarelli","is_ca":false},{"name":"Valentina Tassi","is_ca":false},{"name":"Gioia Brachini","is_ca":false},{"name":"Edoardo Maria Muttillo","is_ca":false},{"name":"Leonardo Di Cicco","is_ca":false},{"name":"Francesco Saverio Li Causi","is_ca":false},{"name":"Alice Ceccacci","is_ca":false},{"name":"Paolo Mercantini","is_ca":false},{"name":"Gianluca Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1393478648526654,"gpt":0.4516373564445371,"spread":0.3122894915918716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002798745,0.0006118898,0.01468374,0.0003848524,0.00006041574,0.00003105064,0.0001092115,0.0002135065,0.00007541223],"category_scores_gemma":[0.0001619354,0.000392369,0.00181807,0.0007497279,0.0001238308,0.0000741962,0.00009757763,0.0001326578,3.245356e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070179,"about_ca_system_score_gemma":0.000110082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009856244,"about_ca_topic_score_gemma":0.0001055335,"domain_scores_codex":[0.9969967,0.0002172698,0.001609716,0.0006289717,0.0002936797,0.0002536335],"domain_scores_gemma":[0.9979376,0.0005123975,0.0007695669,0.0004595611,0.000156311,0.0001645526],"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":[0.00003439277,0.0001407664,0.03537101,0.8279906,0.1350521,0.000008628138,0.00004243663,6.985838e-7,3.473064e-7,0.00001387864,0.00001879306,0.001326368],"study_design_scores_gemma":[0.0004195619,0.0001904755,0.01480824,0.08811982,0.8960084,0.0000336801,0.000005653004,0.00002606877,0.000003406767,0.000002985362,0.0001091067,0.0002726334],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004775838,0.9906016,0.000009233858,0.00009826871,0.00007441633,0.0038591,0.0005269485,0.0000204989,0.00003411849],"genre_scores_gemma":[0.01887698,0.9785053,0.00003105902,0.00008424775,0.00001063235,0.001159015,0.0003169423,0.00003623175,0.0009796104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7609563,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399903191","doi":"10.62713/aic.3510","title":"Predicting Outcomes in Patients with Diffuse Axonal Injury: External Validation of the Widely Used Prognostic Instruments","year":2024,"lang":"en","type":"article","venue":"Annali Italiani di Chirurgia","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of British Columbia","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Diffuse axonal injury; Emergency medicine; Traumatic brain injury; Psychiatry","authors":[{"name":"Rita de Cássia Almeida Vieira","is_ca":true},{"name":"Regina Márcia Cardoso de Sousa","is_ca":false},{"name":"Wellingson Silva Paiva","is_ca":false},{"name":"Leonardo Zumerkorn Pipek","is_ca":false},{"name":"Daniel Vieira de Oliveira","is_ca":false},{"name":"Daniel Agustín Godoy","is_ca":false},{"name":"Camila P. E. de Souza","is_ca":true},{"name":"Jacob L. Stubbs","is_ca":true},{"name":"William J. Panenka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.015299206369891,"gpt":0.2543324824328093,"spread":0.2390332760629182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922784,0.0002097129,0.0003194203,0.0001122083,0.00009269207,0.00004566608,0.0001630642,0.00006381429,0.00004577348],"category_scores_gemma":[0.000160193,0.0001249263,0.0001603917,0.0003237079,0.00011556,0.0002642306,0.00007138828,0.0002421618,0.000008179299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003681859,"about_ca_system_score_gemma":0.00008296235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000382373,"about_ca_topic_score_gemma":0.00001079857,"domain_scores_codex":[0.998233,0.00008580191,0.0004483722,0.0003130879,0.00068373,0.0002360055],"domain_scores_gemma":[0.9993213,0.00009204607,0.000131764,0.0003202668,0.00006113755,0.00007349199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001976263,0.0004989425,0.996487,0.0002472932,0.0001812219,0.000008526352,0.0006400917,0.000004024224,0.0001958544,0.0001709526,0.00007096936,0.001297528],"study_design_scores_gemma":[0.001793515,0.0004087115,0.9921015,0.001408626,0.0001568057,0.00000734044,0.00004598622,0.000122374,0.003571549,0.0001165587,0.0001391089,0.0001279538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981071,0.00007869877,0.00001559829,0.0003708348,0.0003729055,0.0007218224,0.00007053228,0.000058801,0.0002036776],"genre_scores_gemma":[0.9994192,0.000004078222,0.00006771123,0.0001417377,0.00004134073,0.00003759214,0.0000349426,0.00003042934,0.0002229973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004385498,"threshold_uncertainty_score":0.5094349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416972678","doi":"10.62713/aic.3871","title":"Using Implantable Artificial Dermis-PELNAC as a Functional Material to Guide Reconstruction of Finger Body Defect","year":2025,"lang":"en","type":"article","venue":"Annali Italiani di Chirurgia","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Finger joint; Joint (building); Skin transplantation; Artificial skin; 3d printed","authors":[{"name":"Hu Yang","is_ca":false},{"name":"Weijie Zhou","is_ca":false},{"name":"Yanzhao Dong","is_ca":false},{"name":"Haiying Zhou","is_ca":false},{"name":"Ahmad Alhaskawi","is_ca":false},{"name":"Wei Shen","is_ca":false},{"name":"Sohaib Hasan Abdullah Ezzi","is_ca":false},{"name":"Vishnu Goutham Kota","is_ca":false},{"name":"Mohamed Hasan Abdulla Hasan Abdulla","is_ca":false},{"name":"Siyi Chen","is_ca":false},{"name":"Wen Feng","is_ca":false},{"name":"Zhenyu Sun","is_ca":false},{"name":"Olga Alenikova","is_ca":false},{"name":"Sahar Ahmed Abdalbary","is_ca":false},{"name":"Hui Lu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03375985512192457,"gpt":0.3346755380234359,"spread":0.3009156829015113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003580887,0.0002757929,0.0006001042,0.0004726348,0.0001679297,0.00005500435,0.00009760069,0.0002042725,0.001136578],"category_scores_gemma":[0.0002464333,0.0002771113,0.0003057024,0.0005754218,0.0001467532,0.0002160423,0.00008048,0.0001599624,0.0000523539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992064,"about_ca_system_score_gemma":0.0004493681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000978115,"about_ca_topic_score_gemma":0.00002783866,"domain_scores_codex":[0.9980081,0.00008442891,0.0007385429,0.0004673004,0.0003017304,0.0003998866],"domain_scores_gemma":[0.9989239,0.00006312717,0.0001942558,0.0003457321,0.0003131251,0.0001598547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002107663,0.0001946574,0.116164,0.0001874236,0.0005015449,0.00005188322,0.00007244226,0.00001923765,0.8254712,0.005242488,0.03115281,0.01883467],"study_design_scores_gemma":[0.0005441692,0.0002970997,0.06514981,0.0007923855,0.0003387849,0.001207872,0.0001975272,0.000114537,0.8998825,0.005150784,0.0258716,0.0004529342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660628,0.00005576738,0.001863216,0.0001604931,0.0016815,0.0005549557,0.0001295383,0.0001563997,0.02933528],"genre_scores_gemma":[0.9948426,0.00001149086,0.00228404,0.0005377977,0.0003771998,0.00003959502,0.00008657272,0.00003681404,0.001783922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07441128,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415653611","doi":"10.62713/aic.3943","title":"Surgical Techniques for the Treatment of Hirschsprung's Disease—A Historical Systematic Review and Current Status Quo","year":2025,"lang":"en","type":"review","venue":"Annali Italiani di Chirurgia","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"","keywords":"Status quo; Current (fluid); MEDLINE; Surgical procedures; Precision medicine","authors":[{"name":"Josef Häger","is_ca":false},{"name":"Consolato Sergi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05361999727098583,"gpt":0.3592575621764668,"spread":0.3056375649054809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001719238,0.000634426,0.003834612,0.0001294829,0.0001049359,0.00002579973,0.0001798045,0.00009016963,0.00002592594],"category_scores_gemma":[0.0003175992,0.0003126462,0.001491628,0.0002953513,0.0001212126,0.00004004185,0.00007126587,0.0001765589,0.000004565008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346412,"about_ca_system_score_gemma":0.0003055639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003283287,"about_ca_topic_score_gemma":0.000004006598,"domain_scores_codex":[0.9975184,0.0001482084,0.001178604,0.0004953676,0.0002794376,0.0003800372],"domain_scores_gemma":[0.9975073,0.0009295565,0.0004778877,0.0005847877,0.0001875168,0.0003129556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005582187,0.0003243041,0.00002329775,0.7937524,0.0003691333,0.00005241595,0.000008809376,1.952096e-9,6.933021e-8,0.0001832787,0.002669965,0.2025604],"study_design_scores_gemma":[0.0001619392,0.0006213817,0.00001197302,0.3278399,0.01775395,0.0001650572,0.000002940844,0.000001086041,5.710865e-7,0.0000122549,0.6532534,0.0001755546],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004263228,0.9917007,0.000008133359,0.0006914422,0.0001665119,0.006781134,0.0004499098,0.00007015924,0.0001277108],"genre_scores_gemma":[0.000008729164,0.9880395,0.00003814366,0.00006580698,0.0001566826,0.002027496,0.0001903328,0.00003740896,0.009435917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6505834,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406314079","doi":"10.62713/aic.3535","title":"Understanding the Current Practice in Chest Tube Management Following Lung Resection–A Canadian National Survey","year":2025,"lang":"en","type":"article","venue":"Annali Italiani di Chirurgia","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Chest tube; Guideline; Cardiothoracic surgery; Clinical Practice; Surgery; General surgery; Physical therapy; Pneumothorax","authors":[{"name":"Fabrizio Minervini","is_ca":false},{"name":"Esther Lau","is_ca":true},{"name":"Housne Begum","is_ca":true},{"name":"Yaron Shargall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0838738405590271,"gpt":0.3517705630972604,"spread":0.2678967225382333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008280862,0.0001551008,0.0001646234,0.0003085775,0.0003123606,0.00007710746,0.0001417482,0.00004307334,0.00005955521],"category_scores_gemma":[0.0005095257,0.0001215611,0.0001147659,0.0008971011,0.00003988641,0.0002420249,0.00004853546,0.0002643654,0.00002346999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866979,"about_ca_system_score_gemma":0.0004443365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0162729,"about_ca_topic_score_gemma":0.05090717,"domain_scores_codex":[0.9985375,0.0001732789,0.0002593242,0.0002750724,0.000412412,0.0003424552],"domain_scores_gemma":[0.9991978,0.0002963578,0.00004855723,0.0001881215,0.00009287203,0.0001763184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008294198,0.0006384766,0.7058879,0.0005557399,0.001024178,0.001039241,0.0005789868,0.0002336363,0.00002067156,0.03371835,0.2503784,0.005095019],"study_design_scores_gemma":[0.0006568849,0.00002743963,0.9100742,0.0004491687,0.0001402607,0.00001655586,0.0007482876,0.0006395011,0.000005838093,0.001862107,0.0852179,0.0001618486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3037665,0.01402532,0.0003994062,0.07653096,0.003901748,0.002622727,0.0004253721,0.000170853,0.5981571],"genre_scores_gemma":[0.9945191,0.0001843541,0.00001300144,0.001751775,0.00008636969,0.00003777732,0.0002572058,0.00001205836,0.003138345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6907526,"threshold_uncertainty_score":0.9902778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409353967","doi":"10.62713/aic.3889","title":"The Impact of Early and Delayed Fat Transplantation on Scar Quality in Post-Traumatic Reconstruction","year":2025,"lang":"en","type":"article","venue":"Annali Italiani di Chirurgia","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Transplantation; Quality (philosophy); Surgery","authors":[{"name":"Jing Liu","is_ca":false},{"name":"Chang Liu","is_ca":false},{"name":"Ting Shang","is_ca":false},{"name":"Chen Yang","is_ca":false},{"name":"Hongyu Yin","is_ca":false},{"name":"Yanfu Han","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02458314616748939,"gpt":0.357610747761697,"spread":0.3330276015942076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002236979,0.0001160848,0.0002193967,0.0001071816,0.00009883235,0.00002163438,0.0000347653,0.00006984762,0.000009638509],"category_scores_gemma":[0.00005773271,0.00007481866,0.00009557802,0.0001807436,0.00007017989,0.00006342095,0.000003887583,0.0001101771,0.000004531566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006700835,"about_ca_system_score_gemma":0.00006889482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256017,"about_ca_topic_score_gemma":0.0004321553,"domain_scores_codex":[0.9991593,0.00008701703,0.0003264033,0.0001531958,0.0001231094,0.0001510262],"domain_scores_gemma":[0.9994529,0.0001531737,0.00008486031,0.0001698699,0.00008712714,0.00005208524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006413686,0.0007202375,0.9148691,0.0005512141,0.001117981,0.00004820748,0.006120696,0.00006409504,0.005604449,0.004083327,0.0002089289,0.06019806],"study_design_scores_gemma":[0.001604672,0.0006841323,0.9950774,0.0003988083,0.00008824684,0.00003100654,0.0004499536,0.00007909518,0.0007352708,0.0007843124,0.000005092855,0.00006202269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966068,0.0002662181,0.000009817242,0.0005240712,0.00008237117,0.0002795815,0.00004467358,0.00001789178,0.00216855],"genre_scores_gemma":[0.9993706,0.0002233441,0.00003099243,0.00005680462,0.00001485626,0.0000103041,0.00004195508,0.000006897239,0.00024419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08020826,"threshold_uncertainty_score":0.7945561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403594159","doi":"10.62713/aic.3577","title":"Comparative Efficacy of Interlocking Intramedullary Nails and Percutaneous Plate Implantation in the Treatment of Femoral Shaft Fractures: A Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Annali Italiani di Chirurgia","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intramedullary rod; Medicine; Percutaneous; Interlocking; Blood loss; Femoral shaft; Randomized controlled trial; Surgery; Meta-analysis; Internal medicine","authors":[{"name":"Yueming Ni","is_ca":false},{"name":"Yingliang Zhang","is_ca":false},{"name":"Jie Ren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1233628129955613,"gpt":0.4236416428702001,"spread":0.3002788298746387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001680515,0.0006610548,0.005075601,0.0005444998,0.00004769943,0.00005557756,0.0001538912,0.0002624945,0.000126653],"category_scores_gemma":[0.00001645719,0.0003221009,0.002568955,0.0007643729,0.0001320951,0.00005373412,0.00003023978,0.0003234597,0.00001069203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009283657,"about_ca_system_score_gemma":0.0001064606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006201798,"about_ca_topic_score_gemma":0.0002291253,"domain_scores_codex":[0.9975339,0.0002604035,0.001045463,0.0005259421,0.0003700326,0.000264249],"domain_scores_gemma":[0.9983157,0.0004552633,0.0005727709,0.0005028062,0.00006007699,0.00009338641],"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":[0.0006693351,0.003589694,0.0002924253,0.01392668,0.7332929,0.005448944,0.03805131,0.00004645773,0.000005789929,0.0001507627,0.0007084296,0.2038173],"study_design_scores_gemma":[0.0008782154,0.001756078,0.001077968,0.002331692,0.899377,0.002315393,0.0008602702,0.0000549096,0.00002589878,0.00007241339,0.09082358,0.0004265686],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0331387,0.964566,0.000003434991,0.0001030863,0.00005189312,0.001346146,0.0005818369,0.00001554696,0.0001933881],"genre_scores_gemma":[0.2530453,0.7453861,0.0000839295,0.00005438194,0.00004861215,0.00006698094,0.001113759,0.00003474969,0.000166223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2199066,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417178810","doi":"10.62713/aic.4343","title":"Combined Axillary-Femoral Artery Cannulation Versus Conventional Femoral Artery Single Cannulation: Cerebral Protection Benefits in Stanford Type A Aortic Dissection Repair Surgery","year":2025,"lang":"en","type":"article","venue":"Annali Italiani di Chirurgia","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Government of Jiangsu Province","keywords":"Femoral artery; Cerebral perfusion pressure; Aortic dissection; Perfusion; Dissection (medical); Aortic repair; Incidence (geometry)","authors":[{"name":"Zhang Hu","is_ca":false},{"name":"Zhu Wang","is_ca":false},{"name":"Yi Zhu","is_ca":false},{"name":"Yang Zhang","is_ca":false},{"name":"Yan Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05633390137621575,"gpt":0.2802952841994588,"spread":0.2239613828232431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002235372,0.0003433728,0.0004921096,0.0004347062,0.0001967905,0.00007873806,0.00005867544,0.0001934836,0.0001859719],"category_scores_gemma":[0.0001363874,0.0003442398,0.0003215569,0.0009672782,0.00008862492,0.0004944526,0.00003607748,0.0001988979,0.0000353402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040281,"about_ca_system_score_gemma":0.0003717292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004033426,"about_ca_topic_score_gemma":0.00042227,"domain_scores_codex":[0.9977915,0.00009414773,0.0007057223,0.0005365597,0.0004286473,0.0004434693],"domain_scores_gemma":[0.9989586,0.0000671755,0.0002038925,0.0003640975,0.000226333,0.0001799342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006853992,0.001555411,0.9809013,0.0003156245,0.0006875932,0.000177371,0.0002185105,0.0002315348,0.000184319,0.001715595,0.00253335,0.004625414],"study_design_scores_gemma":[0.003797556,0.0006110566,0.9862962,0.0004272625,0.0003849052,0.00003648709,0.0003142655,0.006621863,0.0004191811,0.0004421977,0.0003204363,0.0003286003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943438,0.0002729501,0.0001115606,0.001036713,0.001178241,0.001030071,0.00003486904,0.0002648266,0.001726972],"genre_scores_gemma":[0.9960877,0.00001072216,0.00008493654,0.0001347435,0.0001865978,0.0001301604,0.001401353,0.0000364509,0.001927391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006390329,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}