{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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"},"query_hash":"171bfbc3d92a","filters":{"venue":"Infectio"}},"results":[{"id":"W2626870343","doi":"10.22354/in.v21i4.689","title":"First Colombian consensus on congenital Chagas and clinical approach for women of child-bearing age diagnosed with Chagas","year":2017,"lang":"en","type":"article","venue":"Infectio","topic":"Trypanosoma species research and implications","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":"Misericordia Community Hospital","funders":"","keywords":"Chagas disease; Delphi method; Medicine; Family medicine; MEDLINE; Pediatrics; Disease; Delphi; Pathology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.05031660491867982,"gpt":0.3466528580635523,"spread":0.2963362531448725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008853329,0.0001134615,0.0003136677,0.00007442918,0.0004104641,0.00006093514,0.0000936829,0.00009149675,0.00002505687],"category_scores_gemma":[0.001010145,0.00009076222,0.0000655336,0.00005005437,0.0005656428,0.00004473988,0.00005800131,0.0002231864,0.000006009349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005353225,"about_ca_system_score_gemma":0.00007436171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380483,"about_ca_topic_score_gemma":0.0002909026,"domain_scores_codex":[0.9990546,0.0000210112,0.0002208644,0.0002649701,0.0001510577,0.0002874905],"domain_scores_gemma":[0.9986721,0.0003314379,0.000134431,0.0005028072,0.0001107476,0.0002484303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003617991,0.003581426,0.9591308,0.000666543,0.001428892,0.0001437031,0.001326034,0.000008370585,0.002662783,0.005336116,0.004680926,0.01741645],"study_design_scores_gemma":[0.004787685,0.003046117,0.9824284,0.00005005807,0.00003540971,0.00008807943,0.0001441971,0.0001650534,0.0003898058,0.00003128166,0.008735838,0.00009809143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731055,0.00001583205,0.00008240363,0.001055762,0.00005326383,0.001079621,0.0000468236,0.00003351294,0.02452725],"genre_scores_gemma":[0.9983253,0.00005921248,0.0003688314,0.000106228,0.0001936059,0.0002183954,0.00001581905,0.00002041978,0.0006921173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02521984,"threshold_uncertainty_score":0.3701176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072064898","doi":"10.1016/s0123-9392(13)70730-6","title":"Costos en pacientes con infección por Acinetobacter baumannii en Colombia","year":2013,"lang":"es","type":"article","venue":"Infectio","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Acinetobacter baumannii; Medicine; Humanities; Philosophy; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.004010275615228064,"gpt":0.2200323016025081,"spread":0.21602202598728,"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":[0.0002589755,0.0004252223,0.0005651438,0.0001773003,0.0003496734,0.0001350429,0.0002716686,0.0009058542,0.008235279],"category_scores_gemma":[0.0002089195,0.0003630713,0.0002120148,0.0002178703,0.0004534858,0.0003025737,0.0001862219,0.0007182329,0.01705918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150625,"about_ca_system_score_gemma":0.0001137278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105984,"about_ca_topic_score_gemma":0.0001308167,"domain_scores_codex":[0.9976944,0.0004892448,0.0005054567,0.0005298237,0.00006565482,0.0007154023],"domain_scores_gemma":[0.9984605,0.000518238,0.0002490729,0.0004884481,0.0002007575,0.00008303698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498782,0.0007372434,0.561363,0.0002580378,0.0009963434,0.00002623687,0.001489803,0.000003951223,0.3425041,0.003005242,0.08266844,0.006797796],"study_design_scores_gemma":[0.001578611,0.0007950866,0.6172826,0.0002746829,0.000154025,0.0001241074,0.0002826031,0.00000625138,0.0279001,0.0001322118,0.3509761,0.0004936496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807549,0.002148489,0.0001040455,0.001026916,0.00209722,0.0008083364,0.00006528945,0.0001668906,0.01282799],"genre_scores_gemma":[0.9792002,0.001059802,0.00002312786,0.0007259448,0.0002558729,0.00002983325,0.00009503753,0.00004329819,0.01856687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314604,"threshold_uncertainty_score":0.9998821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388466948","doi":"10.22354/24223794.1142","title":"Vaccination against COVID-19 in Bogotá - Colombia: lessons and strategies in health pedagogy, risk communication and community participation, using behavioral sciences","year":2023,"lang":"en","type":"article","venue":"Infectio","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Misinformation; Vaccination; Pandemic; Public health; Public relations; Health communication; Coronavirus disease 2019 (COVID-19); Risk communication; Population; Medicine; Political science; Environmental health; Nursing; Immunology; Disease; Infectious disease (medical specialty)","retraction":null,"screen_n_in":null,"score":{"opus":0.1889083265410153,"gpt":0.5105227219967836,"spread":0.3216143954557683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003942633,0.00007146197,0.0001386963,0.0002770844,0.002301176,0.0002015287,0.0001068344,0.00007054208,0.00001351172],"category_scores_gemma":[0.0005886523,0.00008123585,0.00001219174,0.0009291967,0.00009334786,0.0007028698,0.00007865674,0.0003069281,0.000001553127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066505,"about_ca_system_score_gemma":0.000775188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1897603,"about_ca_topic_score_gemma":0.6508369,"domain_scores_codex":[0.9976802,0.001573028,0.0002488903,0.0001340709,0.0001282665,0.0002355043],"domain_scores_gemma":[0.9990776,0.0005190354,0.0001481187,0.0001218613,0.00004305981,0.00009034658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003898311,0.00009501009,0.94643,0.00002357687,0.000001469234,9.707184e-7,0.04429111,0.001338403,0.00001512347,0.003893981,0.00006560537,0.003840806],"study_design_scores_gemma":[0.0004028733,0.00008606788,0.9519732,0.00002833262,0.00000470346,5.82942e-7,0.03690992,0.001201277,0.000003126294,0.008814097,0.00049032,0.0000855023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949464,0.0002656026,0.00007591318,0.003704143,0.00004452108,0.0002719589,0.000006256991,0.00007002232,0.0006151372],"genre_scores_gemma":[0.9974083,0.002345147,0.00005041741,0.0001299757,0.00001396139,0.00002395147,0.000009328535,0.00000436354,0.00001450839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4610766,"threshold_uncertainty_score":0.9989977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392304367","doi":"10.22354/24223794.1156","title":"Proceedings Rita Colombia 2023","year":2024,"lang":"en","type":"article","venue":"Infectio","topic":"Public Health and Environmental Issues","field":"Environmental Science","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":"Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.006166470136194846,"gpt":0.2424397019833854,"spread":0.2362732318471906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001820152,0.00008580686,0.00006936488,0.00002828031,0.00009192838,0.0000979894,0.00008713045,0.0000577225,0.009825679],"category_scores_gemma":[0.00002300733,0.00007797837,0.00003299977,0.0002716051,0.00009245165,0.0003900061,0.0001034357,0.0001305185,0.01506626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230229,"about_ca_system_score_gemma":0.000006967336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009655714,"about_ca_topic_score_gemma":0.000109258,"domain_scores_codex":[0.9992118,0.00000613279,0.0001119964,0.0002393526,0.0001682003,0.0002624659],"domain_scores_gemma":[0.9997516,0.00001990323,0.00001225971,0.00006743247,0.000001260056,0.0001475614],"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":[0.000007175688,0.0001452183,0.4012044,0.00009699024,0.00002064554,0.00002432629,0.0008884435,0.00004566984,0.009456462,0.001387137,0.5095134,0.07721018],"study_design_scores_gemma":[0.00005530165,0.00008659327,0.1225782,0.00001236215,0.000004372032,0.00002144335,0.00003084428,0.0003810023,0.0005153085,0.0008649584,0.8753414,0.0001082253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.644663,0.00008525468,0.00002394262,0.0007179568,0.0003735238,0.0001155116,0.00000303269,0.0001785824,0.3538392],"genre_scores_gemma":[0.9898677,0.00003389696,0.0000876969,0.0003167514,0.000109751,0.00003890848,0.000002864725,0.00001254527,0.009529821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.365828,"threshold_uncertainty_score":0.9910794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1571728826","doi":"","title":"Apuntes para el desarrollo de sistemas de vigilancia para la detección precoz del Virus del Oeste del Nilo.","year":2011,"lang":"es","type":"article","venue":"Infectio","topic":"Mosquito-borne diseases and control","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":"Humanities; Biology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0241266155789844,"gpt":0.2876834809695283,"spread":0.263556865390544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009419317,0.0008498795,0.001109484,0.0002897878,0.0003700109,0.0001854582,0.0004499397,0.000682793,0.0006900763],"category_scores_gemma":[0.0007785223,0.0008055858,0.0007875648,0.0004179124,0.0002448284,0.000315785,0.0001589213,0.0007647395,0.0007294973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453154,"about_ca_system_score_gemma":0.0009744815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003916421,"about_ca_topic_score_gemma":0.0009314032,"domain_scores_codex":[0.9954715,0.0005414586,0.001011859,0.0009364454,0.0005033953,0.001535312],"domain_scores_gemma":[0.99643,0.000603119,0.0005034205,0.001116274,0.0003101109,0.001037007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001553568,0.001733911,0.9475478,0.000882064,0.001133173,0.0005784836,0.001132165,0.0000913839,0.01496746,0.001996056,0.001211197,0.02717276],"study_design_scores_gemma":[0.006088395,0.001377565,0.9426789,0.001074991,0.003399704,0.0005470106,0.0002045669,0.00960334,0.01036812,0.001865073,0.02155673,0.001235583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644784,0.01030629,0.009668029,0.0001297567,0.0005794649,0.00130848,0.0001422212,0.000415182,0.01297215],"genre_scores_gemma":[0.9934611,0.001031566,0.0008052409,0.001837094,0.001104837,0.0005546858,0.00002868981,0.0001835065,0.0009932551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0289827,"threshold_uncertainty_score":0.9994395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034604020","doi":"","title":"Neumonía adquirida en la comunidad (NAC), ¿nuevas guías, nuevos cambios?","year":2011,"lang":"es","type":"article","venue":"Infectio","topic":"Pneumonia and Respiratory Infections","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":"Humanities; Medicine; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02212596163457664,"gpt":0.276634635050468,"spread":0.2545086734158914,"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":[0.0006147898,0.0006283234,0.0007610121,0.0005283703,0.0005072595,0.0001411274,0.0003144794,0.0007604173,0.001709583],"category_scores_gemma":[0.0004287288,0.0005862427,0.0004648367,0.0007223253,0.00052784,0.0003443666,0.0002040429,0.001341471,0.004358112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908717,"about_ca_system_score_gemma":0.0005271334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695616,"about_ca_topic_score_gemma":0.0002028865,"domain_scores_codex":[0.9966908,0.0006524335,0.0007323101,0.0006623658,0.000426894,0.0008351833],"domain_scores_gemma":[0.99741,0.000407826,0.0003005026,0.001074102,0.0002583711,0.000549182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001363122,0.002570626,0.9107175,0.0005550312,0.001102341,0.0008374923,0.004361629,0.00001485212,0.04476827,0.008795165,0.01019291,0.01594791],"study_design_scores_gemma":[0.001575498,0.001274959,0.5226355,0.0004176851,0.0005832449,0.0007025461,0.0002310171,0.00004332638,0.003439054,0.0001939806,0.4683463,0.0005568893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578096,0.0005337592,0.0001276892,0.0006591241,0.003250913,0.000706538,0.00006182343,0.0004862206,0.2363644],"genre_scores_gemma":[0.9929658,0.0006206887,0.00003154295,0.001365265,0.00142009,0.0001039723,0.00002021907,0.0001284349,0.003344009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4581533,"threshold_uncertainty_score":0.9996589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138841089","doi":"","title":"4th Scientific Symposium of the International Training Program on Infectious Disease and Global Health 2013","year":2014,"lang":"en","type":"article","venue":"Infectio","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Infectious disease (medical specialty); Training (meteorology); Medical education; Political science; Medicine; Gerontology; Disease; Geography; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02461527970051914,"gpt":0.3153007420260741,"spread":0.290685462325555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008570142,0.0001018908,0.0001585719,0.00008416422,0.000313762,0.0001902838,0.0001617701,0.0000372972,0.0000215849],"category_scores_gemma":[0.0004756806,0.00007303353,0.00005935718,0.0003312309,0.0001660197,0.0002279211,0.0001490815,0.00009548271,0.00002965477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007396124,"about_ca_system_score_gemma":0.00008757721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006792722,"about_ca_topic_score_gemma":0.000825065,"domain_scores_codex":[0.9990166,0.00003977258,0.0002581543,0.0002139985,0.0001678857,0.0003036059],"domain_scores_gemma":[0.9993632,0.00005126018,0.0002465718,0.0001881853,0.0001055391,0.00004519039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002732246,0.0003302542,0.2674571,0.0002781036,0.00004344487,3.676464e-7,0.00007787815,0.003118177,0.00001105192,0.3412782,0.3188993,0.06847877],"study_design_scores_gemma":[0.0002519815,0.00003763371,0.1663168,0.00003819626,0.000008151143,0.000002242432,0.00001702736,0.01005717,2.410933e-7,0.00550093,0.8177033,0.00006632711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516195,0.00003072035,0.0001066591,0.09822985,0.004154414,0.0004869567,0.000009432618,0.000158119,0.04520431],"genre_scores_gemma":[0.9815291,0.000009379853,0.00001222868,0.01759994,0.0007494887,0.00002616634,0.000009295129,0.000006120481,0.00005828383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4988039,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}