{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"dc8422d4ea1c","filters":{"venue":"Cirugía y Cirujanos"}},"results":[{"id":"W4396915380","doi":"10.24875/ciru.23000394","title":"Comparación del bloqueo TAP guiado por laparoscopia frente al ecoguiado en la colecistectomía laparoscópica","year":2024,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Anesthesia and Pain Management","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":"Cégep de Chicoutimi","funders":"","keywords":"Medicine; Nausea; Vomiting; Anesthesia; Analgesic; Antiemetic; Postoperative nausea and vomiting; Surgery","authors":[{"name":"Nilay T. Uzunay","is_ca":true},{"name":"Tarkan Mıngır","is_ca":false},{"name":"Ergin Erginöz","is_ca":false},{"name":"Dursun O. Karakas","is_ca":true},{"name":"Emin Köse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01338043118288635,"gpt":0.2934347592520002,"spread":0.2800543280691138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001561874,0.001206441,0.001648408,0.0007262472,0.0003696456,0.0008243521,0.00100973,0.0007445546,0.002518853],"category_scores_gemma":[0.0003042289,0.001177232,0.0007913023,0.001099409,0.0006208741,0.0003049609,0.0003300438,0.001559329,0.008778515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004497509,"about_ca_system_score_gemma":0.0006567306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224204,"about_ca_topic_score_gemma":0.00002667986,"domain_scores_codex":[0.9929283,0.0009407862,0.001486533,0.001795445,0.001307672,0.00154131],"domain_scores_gemma":[0.9955795,0.001439846,0.0003083729,0.001655351,0.000207484,0.0008094293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006203731,0.001269291,0.1565829,0.003962693,0.002089894,0.007093751,0.001524926,0.00005998109,0.00480893,0.03093952,0.7740054,0.01704231],"study_design_scores_gemma":[0.00234771,0.0005172627,0.1312057,0.002803759,0.001772802,0.0002994497,0.000339379,0.00509665,0.001303171,0.0003147385,0.8529359,0.001063539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.729747,0.03799508,0.001530097,0.02215122,0.005159853,0.007221024,0.0003141339,0.00252648,0.1933551],"genre_scores_gemma":[0.9534634,0.002168574,0.0004844572,0.008350892,0.001987372,0.0003972186,0.000262705,0.0003086686,0.03257676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2237163,"threshold_uncertainty_score":0.9990678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112667673","doi":"10.24875/ciru.20000879","title":"Complicaciones trombóticas en COVID-19 grave: enfoque en tromboembolia venosa, tromboprofilaxis y anticoagulación","year":2020,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"COVID-19 Clinical Research Studies","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":"Jewish General Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Disease; Infectious disease (medical specialty)","authors":[{"name":"Mateo Porres‐Aguilar","is_ca":true},{"name":"María Cristina Guerrero-de León","is_ca":false},{"name":"Flavio Adrián Grimaldo-Gómez","is_ca":false},{"name":"Raúl Izaguirre-Ávila","is_ca":false},{"name":"Alfredo Cabrera-Rayo","is_ca":false},{"name":"Luis E. Santos-Martínez","is_ca":false},{"name":"Jorge R. Sánchez-Medina","is_ca":false},{"name":"Mateo Porres‐Muñoz","is_ca":false},{"name":"Raúl Carrillo-Esper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07066234358887133,"gpt":0.4236815784759106,"spread":0.3530192348870392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00244867,0.001731287,0.004419638,0.0006434431,0.000954594,0.0003696517,0.002148,0.001271608,0.00456691],"category_scores_gemma":[0.129109,0.00168548,0.001571991,0.002133168,0.002086281,0.0003769928,0.001979362,0.003458591,0.006555791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552219,"about_ca_system_score_gemma":0.003645226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004955644,"about_ca_topic_score_gemma":0.00001207204,"domain_scores_codex":[0.9856201,0.002416915,0.002896353,0.003246255,0.002907546,0.002912783],"domain_scores_gemma":[0.9659432,0.02424052,0.0007623904,0.002467213,0.0006696481,0.005917089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009306706,0.008560537,0.3895953,0.04641487,0.01222777,0.008275625,0.03833466,0.0006797405,0.2225691,0.07043184,0.1594327,0.0341711],"study_design_scores_gemma":[0.01872258,0.007758898,0.4203762,0.001327742,0.003398901,0.00006016008,0.00315441,0.005848471,0.006559647,0.004109011,0.5252572,0.003426784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3783448,0.006633386,0.01304604,0.5760438,0.002844763,0.01235242,0.002800886,0.00239594,0.005537939],"genre_scores_gemma":[0.9532223,0.004845053,0.0005665761,0.03571868,0.003987811,0.0003611895,0.0002768943,0.0003229863,0.0006984898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5748776,"threshold_uncertainty_score":0.9995433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092244591","doi":"10.24875/ciru.20000363","title":"Manifestaciones extrapulmonares de la infección por SARS-CoV-2","year":2020,"lang":"es","type":"review","venue":"Cirugía y Cirujanos","topic":"Long-Term Effects of COVID-19","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":"Jewish General Hospital","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Coronavirus; Betacoronavirus; Medicine; Outbreak; Infectious disease (medical specialty); Disease","authors":[{"name":"Raúl Carrillo-Esper","is_ca":false},{"name":"Rebeca E. Melgar Bieberach","is_ca":false},{"name":"Mauricio Tapia-Salazar","is_ca":false},{"name":"Sarahi A. Jacinto-Flores","is_ca":false},{"name":"Ángela N. Campa-Mendoza","is_ca":false},{"name":"Ángel Augusto Pérez-Calatayud","is_ca":false},{"name":"Mateo Porres‐Aguilar","is_ca":true},{"name":"Jorge Raúl Carrillo-Córdova","is_ca":false},{"name":"Hazel R. Bracho-Olvera","is_ca":false},{"name":"Dulce María Carrillo‐Córdova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114382066955611,"gpt":0.3599793527846843,"spread":0.3288355321151282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00178461,0.002500149,0.005593159,0.0009327125,0.0004197754,0.0005460437,0.001876885,0.002472156,0.0007772798],"category_scores_gemma":[0.008919772,0.002335223,0.002442293,0.001200972,0.0009464521,0.0004789344,0.000769633,0.00321449,0.01358381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259005,"about_ca_system_score_gemma":0.004408123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002436243,"about_ca_topic_score_gemma":0.00001030075,"domain_scores_codex":[0.989019,0.002577745,0.002442929,0.002389323,0.001570422,0.002000614],"domain_scores_gemma":[0.9874929,0.006864213,0.001519007,0.002459456,0.0004323203,0.001232141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006074337,0.001677096,0.009963445,0.2387042,0.003681076,0.03835783,0.001210341,0.000002508266,0.009371309,0.005434782,0.093728,0.597262],"study_design_scores_gemma":[0.002105529,0.0007697642,0.002150268,0.03417249,0.004658876,0.002446998,0.00004606918,0.00005145943,0.0008912332,0.0004028348,0.9502544,0.002050091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001858433,0.9485699,0.0003040113,0.003332053,0.002710026,0.00654191,0.0004419242,0.001049409,0.03519233],"genre_scores_gemma":[0.02066016,0.9613115,0.0006198869,0.007177008,0.006498891,0.0007923495,0.0006485725,0.0008051553,0.001486534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8565264,"threshold_uncertainty_score":0.9994285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563048297","doi":"10.1016/j.circir.2016.08.006","title":"Hidatidosis peritoneal diseminada manifestada como isquemia intestinal","year":2016,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[{"name":"Enrique Rosales-Castañeda","is_ca":false},{"name":"José Luis Martínez‐Ordaz","is_ca":false},{"name":"Alicia Estrada-Castellanos","is_ca":false},{"name":"Luz María Gómez-Jiménez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01735943645877638,"gpt":0.2919192890523467,"spread":0.2745598525935703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004416681,0.0007090104,0.0009120713,0.0003236695,0.0005507992,0.0001835972,0.0004691413,0.0003826663,0.006218582],"category_scores_gemma":[0.000704987,0.0005399365,0.0003685042,0.0004106568,0.0007900964,0.0002956253,0.0002222032,0.000567734,0.003020104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006310862,"about_ca_system_score_gemma":0.0004675815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000254264,"about_ca_topic_score_gemma":0.00002479456,"domain_scores_codex":[0.9960049,0.0001655435,0.001012278,0.0009981004,0.000679332,0.001139794],"domain_scores_gemma":[0.9969257,0.0007530531,0.0003467723,0.001084607,0.0003158553,0.0005739888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005453551,0.001665223,0.4316171,0.00132109,0.0007408201,0.001548877,0.0008488411,0.000002146055,0.2554465,0.04097111,0.08788416,0.1774088],"study_design_scores_gemma":[0.006836425,0.002131014,0.6091625,0.01031689,0.001736919,0.002042467,0.0008742333,0.000130579,0.07463495,0.001217022,0.2883454,0.002571637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8642375,0.001152162,0.001485745,0.002763625,0.002434934,0.0008929162,0.0002900378,0.0003389288,0.1264041],"genre_scores_gemma":[0.9846477,0.0006905815,0.0004455865,0.000713684,0.002568437,0.0001120933,0.00004023777,0.0001304618,0.01065123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2004612,"threshold_uncertainty_score":0.9997052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400970007","doi":"10.24875/ciru.24000035","title":"Trasplante de páncreas: revisión","year":2024,"lang":"es","type":"review","venue":"Cirugía y Cirujanos","topic":"Renal Transplantation Outcomes and Treatments","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":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Immunosuppression; Pancreas transplantation; Pancreas; Diabetes mellitus; Transplantation; Surgery; Kidney transplantation; Urology; Internal medicine; Intensive care medicine; Endocrinology","authors":[{"name":"Pamela S. Espinoza-Loyola","is_ca":false},{"name":"Luis J. Fernández-López","is_ca":false},{"name":"Paul S. Mogrovejo-Vázquez","is_ca":false},{"name":"Fernando Mondragón-Rodríguez","is_ca":false},{"name":"José A. González-Moreno","is_ca":false},{"name":"Daniel A. Torres-Del Real","is_ca":true},{"name":"Víctor M. Páez-Zayas","is_ca":false},{"name":"Carla A. Escorza-Molina","is_ca":false},{"name":"Abril M. García-Sánchez","is_ca":false},{"name":"Isidoro Aczel Sánchez-Cedillo","is_ca":false},{"name":"Omar Vásquez-Gómez","is_ca":false},{"name":"Óscar Chapa-Azuela","is_ca":false},{"name":"Víctor Visag-Castillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04339929199168849,"gpt":0.3675920327324553,"spread":0.3241927407407668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005823422,0.001458145,0.003561851,0.0006517857,0.0001833002,0.0002923552,0.0005399572,0.0009341334,0.001566547],"category_scores_gemma":[0.0001411758,0.001072826,0.002206404,0.0008660132,0.0001681444,0.0001348287,0.00007594787,0.001429443,0.01868918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006275483,"about_ca_system_score_gemma":0.001216337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220387,"about_ca_topic_score_gemma":0.000009885573,"domain_scores_codex":[0.9944737,0.0003977039,0.001746887,0.001364136,0.0008185416,0.001199056],"domain_scores_gemma":[0.9969171,0.0005427834,0.0004746277,0.001098025,0.000125276,0.0008422458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001805924,0.000614438,0.004721171,0.3677071,0.009472913,0.01236204,0.0006018697,0.000001009588,0.00004096696,0.003758008,0.008684203,0.5918556],"study_design_scores_gemma":[0.001397988,0.0002821607,0.001325426,0.2036244,0.02724446,0.002603696,0.00004153501,0.00001825468,0.00003163717,0.0001355304,0.7624402,0.0008546854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001647997,0.9726635,0.00009870408,0.0003212844,0.001839369,0.002222825,0.001437122,0.0003069234,0.02094546],"genre_scores_gemma":[0.002211869,0.9672909,0.000254945,0.0006966388,0.001708347,0.0002629358,0.001695058,0.0003175231,0.02556174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.753756,"threshold_uncertainty_score":0.9998168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584239067","doi":"10.1016/j.circir.2015.10.003","title":"Disfuncionalidad de rodilla en la población general y factores asociados","year":2015,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[{"name":"José Luis Solís-Hernández","is_ca":false},{"name":"David Rojano‐Mejía","is_ca":false},{"name":"Marlene Marmolejo-Mendoza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01987458946800555,"gpt":0.2587645164644354,"spread":0.2388899269964298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008175279,0.0005925719,0.0005778975,0.0002166836,0.0001288823,0.0004082414,0.0006592312,0.0007906012,0.0005769848],"category_scores_gemma":[0.0006101949,0.0006038396,0.0003214278,0.0003460566,0.0001302442,0.0002400592,0.000287677,0.0006156467,0.0007327576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005456795,"about_ca_system_score_gemma":0.0003606713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322366,"about_ca_topic_score_gemma":0.00001308969,"domain_scores_codex":[0.9970638,0.0003135386,0.0004995951,0.0005846918,0.0005860559,0.0009523191],"domain_scores_gemma":[0.9981427,0.0004153155,0.0001293531,0.0006342574,0.000155159,0.0005232663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002468126,0.0008889618,0.1111967,0.00134346,0.001631932,0.001774463,0.0176714,0.007670962,0.0956241,0.1481113,0.5172138,0.09662617],"study_design_scores_gemma":[0.002153537,0.0002836038,0.04175566,0.0003354512,0.0002618101,0.0002043552,0.0008870871,0.01534043,0.01045393,0.01491863,0.9111482,0.002257333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271345,0.005498608,0.006491429,0.001255394,0.003507468,0.0007332246,0.003595306,0.001241486,0.05054264],"genre_scores_gemma":[0.9942464,0.000508901,0.001569739,0.0002395843,0.001125235,0.00005378002,0.0002555939,0.000143302,0.001857515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939344,"threshold_uncertainty_score":0.9996413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307696901","doi":"10.24875/ciru.21000014","title":"Resultados de Procedimientos Híbridos para tratar Enfermedad Arterial Periférica: experiencia de un centro a 5 años","year":2022,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Peripheral Artery Disease Management","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":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Claudication; Amputation; Revascularization; Surgery; Arterial disease; Retrospective cohort study; Odds ratio; Intermittent claudication; Vascular disease; Internal medicine","authors":[{"name":"Stefany González-de Leo","is_ca":false},{"name":"Janice Montbriand","is_ca":true},{"name":"Naomi Eisenberg","is_ca":true},{"name":"Graham Roche‐Nagle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01801819366954117,"gpt":0.2761037311079693,"spread":0.2580855374384282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009059219,0.001038524,0.001185056,0.0004468966,0.001228024,0.0003694719,0.001233693,0.0002605746,0.01036129],"category_scores_gemma":[0.0005051484,0.001166644,0.0006201708,0.001080332,0.0004113165,0.0003740052,0.0008757062,0.001144973,0.0004622593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478143,"about_ca_system_score_gemma":0.001803706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538682,"about_ca_topic_score_gemma":0.000006193433,"domain_scores_codex":[0.991454,0.0009593269,0.001379508,0.001776666,0.0017941,0.002636389],"domain_scores_gemma":[0.996058,0.0001365276,0.000525305,0.001588095,0.0001784285,0.001513653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01561427,0.01498011,0.06396401,0.00305554,0.003094649,0.01020829,0.08631376,0.0008459078,0.5761526,0.002859032,0.1623915,0.06052038],"study_design_scores_gemma":[0.02509439,0.003806239,0.2554296,0.0006906795,0.002755033,0.0008876915,0.02774903,0.01292899,0.01841427,0.0004574727,0.6482488,0.00353784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826398,0.001501734,0.0005266051,0.003690819,0.001600227,0.00383755,0.0007625162,0.0005129499,0.004927778],"genre_scores_gemma":[0.9835796,0.0002208118,0.000400041,0.007174804,0.002262963,0.00340583,0.000414317,0.0002281269,0.002313492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577383,"threshold_uncertainty_score":0.9990783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220870269","doi":"10.24875/ciru.20001191","title":"Precisión de la calculadora de riesgo quirúrgico ACS NSQIP para predecir morbilidad y mortalidad en pacientes mexicanos","year":2022,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Cardiac, Anesthesia and Surgical Outcomes","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":"Retrospective cohort study; MEDLINE; Incidence (geometry); Risk assessment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01198611917822616,"gpt":0.306494205597188,"spread":0.2945080864189618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004121135,0.001084087,0.002511559,0.0005315587,0.0009236659,0.0004718673,0.001154055,0.0007227648,0.003081365],"category_scores_gemma":[0.002739625,0.001080007,0.001949075,0.001289195,0.000954917,0.0002585144,0.0007141953,0.001935506,0.0003244322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372747,"about_ca_system_score_gemma":0.001749394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004978198,"about_ca_topic_score_gemma":0.000009189179,"domain_scores_codex":[0.9889033,0.003754239,0.001473609,0.001555648,0.002185365,0.002127792],"domain_scores_gemma":[0.989893,0.006198511,0.000490825,0.001896724,0.0002002791,0.001320696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001318968,0.002218583,0.9243109,0.000601374,0.001744327,0.007565171,0.008444679,0.001130607,0.01317618,0.01806799,0.01248776,0.008933509],"study_design_scores_gemma":[0.004505924,0.0007717556,0.413268,0.0002892352,0.001739282,0.002277305,0.004365453,0.0006695391,0.005697576,0.0005417133,0.5645118,0.001362427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495251,0.006622046,0.0003453069,0.002785688,0.0009377263,0.001969098,0.0003609125,0.0004100791,0.03704407],"genre_scores_gemma":[0.981424,0.001090418,0.0003355191,0.002786155,0.001124909,0.0007618721,0.000182131,0.000243091,0.01205186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552024,"threshold_uncertainty_score":0.999165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137459965","doi":"10.24875/ciru.20000440","title":"Tratamiento de la pancreatitis crónica mediante el procedimiento de DuVal laparoscópico: reporte de un caso pediátrico","year":2021,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Pancreatitis Pathology and Treatment","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":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreas divisum; Pancreatitis; Laparoscopy; Anastomosis; General surgery; Surgery; Pancreatic duct","authors":[{"name":"Carlos García-Hernández","is_ca":true},{"name":"Lourdes Carvajal-Figueroa","is_ca":true},{"name":"Christian Archivaldo-García","is_ca":true},{"name":"Sergio Landa-Juárez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061394054688435,"gpt":0.2977064441745068,"spread":0.2870925036276225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001584531,0.0008763081,0.001502258,0.0003196565,0.0005779017,0.000225362,0.000414395,0.001217414,0.001078519],"category_scores_gemma":[0.004095835,0.0009250377,0.0005775623,0.0009230539,0.0008221673,0.0002421354,0.0002176532,0.001227743,0.0003826451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305183,"about_ca_system_score_gemma":0.005231392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004954159,"about_ca_topic_score_gemma":0.0001606169,"domain_scores_codex":[0.9929273,0.001407699,0.00123464,0.001502341,0.0007974947,0.0021305],"domain_scores_gemma":[0.9949774,0.001128529,0.0005662892,0.001424919,0.0004400958,0.001462838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000221286,0.002198049,0.8639305,0.0005487602,0.001124284,0.08932215,0.003297214,0.000006272537,0.02487401,0.003346458,0.005606573,0.005524455],"study_design_scores_gemma":[0.007606929,0.0008447005,0.8560621,0.001236744,0.004095342,0.03451581,0.0009957824,0.0001953617,0.06542956,0.001887865,0.02605866,0.001071161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461178,0.01607719,0.0007789443,0.001999811,0.0008950052,0.000874898,0.0004249889,0.0003010013,0.03253038],"genre_scores_gemma":[0.9746948,0.01298556,0.002418668,0.002024072,0.001473429,0.0004101589,0.000401774,0.0001688791,0.005422668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05480634,"threshold_uncertainty_score":0.9998347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800825128","doi":"10.24875/ciru.m18000001","title":"Prevalencia de alexitimia en los trastornos de la conducta alimentaria en una muestra clínica de 800 pacientes mexicanas","year":2018,"lang":"es","type":"article","venue":"Cirugía y Cirujanos","topic":"Psychosomatic Disorders and Their 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":"Alexithymia; Feeling; Humanities; Psychology; Internal consistency; Toronto Alexithymia Scale; Population; Eating disorders; Clinical psychology; Psychometrics; Social psychology; Medicine; Philosophy","authors":[{"name":"Jorge Armando Barriguete Meléndez","is_ca":false},{"name":"Ana Pérez-Bustinzar","is_ca":false},{"name":"Rocío Ivonne de la Vega-Morales","is_ca":false},{"name":"José Ángel Córdova-Villalobos","is_ca":false},{"name":"Jorge Manuel Sánchez-González","is_ca":false},{"name":"Paola Barriguete-Chávez Peón","is_ca":false},{"name":"Luis Rojo‐Moreno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01127531696274253,"gpt":0.3222990166278551,"spread":0.3110236996651126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001260052,0.0007994379,0.0009223889,0.0002624505,0.0003436809,0.0001883579,0.0007633151,0.0007046207,0.003464262],"category_scores_gemma":[0.0005757218,0.0007656729,0.0004167783,0.0003916458,0.001092725,0.0002379757,0.0001346087,0.0006435148,0.0007120823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087677,"about_ca_system_score_gemma":0.001445717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008666136,"about_ca_topic_score_gemma":0.00006503882,"domain_scores_codex":[0.9947134,0.001187299,0.0008697917,0.0009857576,0.0006308949,0.001612806],"domain_scores_gemma":[0.9962931,0.00105406,0.0003708154,0.001162109,0.0001381936,0.0009817048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001358519,0.008681368,0.7450961,0.002394247,0.006327732,0.001011255,0.03946516,0.000007140344,0.1007817,0.01161412,0.0714863,0.0117763],"study_design_scores_gemma":[0.02867432,0.005484063,0.7134808,0.01438293,0.006279328,0.001371806,0.009647016,0.001741989,0.09163817,0.02420384,0.1000942,0.003001606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325848,0.002241291,0.0004857834,0.001285182,0.0006212095,0.001520299,0.000391957,0.0001972188,0.06067232],"genre_scores_gemma":[0.9895911,0.001091886,0.002475537,0.002103094,0.001266643,0.000183177,0.0001056822,0.0001645722,0.003018375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05765395,"threshold_uncertainty_score":0.9994794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}