{"meta":{"query_hash":"aa8aa673d388","filters":{"venue":"Revista Peruana de Medicina Experimental y Salud Pública"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/aa8aa673d388","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Peruana+de+Medicina+Experimental+y+Salud+P%C3%BAblica"},"results":[{"id":"W2105771446","doi":"10.1590/s1726-46342012000400021","title":"Estrategia para fortalecer las capacidades de investigación en salud en universidades públicas regionales: rol del canon y del Instituto Nacional de Salud","year":2012,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05232776864405516,"score_gpt":0.40709251357958737,"score_spread":0.35476474493553223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105771446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89823586,0.07738517,0.00047327863,0.011765145,0.0010151304,0.0031706935,0.00035133876,0.0005749288,0.0070284405],"genre_scores_gemma":[0.97214717,0.00533367,0.0063707232,0.008312687,0.0042950762,0.0005501571,0.00056330295,0.00034586331,0.002081335],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98466563,0.0042370576,0.0024076484,0.0015915222,0.0019812705,0.0051168934],"domain_scores_gemma":[0.9898167,0.002076987,0.0011741247,0.0016116267,0.00039066919,0.0049298857],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003935556,0.0017851453,0.0020853353,0.00092975586,0.0021226236,0.00025901676,0.0017158663,0.0020762128,0.0028672393],"category_scores_gemma":[0.0012364775,0.0017902032,0.00060309673,0.0016318033,0.0017777476,0.0013078281,0.0006979892,0.0031667748,0.00071271835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012956666,0.0019250775,0.53714955,0.0036705227,0.000724609,0.00056050945,0.070051484,0.00011112693,0.02251782,0.27123433,0.08940207,0.0013572632],"study_design_scores_gemma":[0.005722223,0.0014700642,0.13423327,0.012143804,0.0010061197,0.0013939927,0.104494065,0.0016023952,0.005308486,0.00051615335,0.72907406,0.0030353721],"about_ca_topic_score_codex":0.009082424,"about_ca_topic_score_gemma":0.00040832636,"teacher_disagreement_score":0.639672,"about_ca_system_score_codex":0.010116262,"about_ca_system_score_gemma":0.0074181296,"threshold_uncertainty_score":0.99948937},"labels":[],"label_agreement":null},{"id":"W2114878600","doi":"10.1590/s1726-46342011000200023","title":"Profesionales de la salud para el nuevo siglo: transformando la educación para fortalecer los sistemas de salud en un mundo interdependiente","year":2011,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Public health; China; Library science; Beijing; Political science; Medicine; Nursing; Law","score_opus":0.04529582475833111,"score_gpt":0.4320316605135364,"score_spread":0.3867358357552053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114878600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87207794,0.07456578,0.00057002844,0.0037679174,0.0013204208,0.006035875,0.00035110582,0.00061130535,0.04069962],"genre_scores_gemma":[0.977525,0.009104198,0.0035782794,0.0036206802,0.0015698873,0.0014635521,0.0002907655,0.00041306668,0.0024345787],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98217595,0.0077496306,0.0030419705,0.0016448465,0.0015935268,0.003794064],"domain_scores_gemma":[0.99147403,0.0028806385,0.0011250371,0.0016776718,0.00027197617,0.0025706321],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005765644,0.0016780418,0.0023277658,0.0006353643,0.0016757353,0.00019804541,0.0017844482,0.0017709365,0.006280091],"category_scores_gemma":[0.0007083117,0.0015363203,0.0008270891,0.0009646961,0.0014542701,0.00058137166,0.00062041834,0.003333545,0.00072472624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010094512,0.011912546,0.3177915,0.024166668,0.002262418,0.0028284576,0.35072294,0.00000867525,0.026445061,0.14568512,0.094290435,0.013791689],"study_design_scores_gemma":[0.012616672,0.0034422206,0.11636332,0.038529694,0.0015895895,0.0016544516,0.111777954,0.0007846263,0.01414851,0.0010440085,0.69454974,0.0034992336],"about_ca_topic_score_codex":0.0026252582,"about_ca_topic_score_gemma":0.0001347218,"teacher_disagreement_score":0.6002593,"about_ca_system_score_codex":0.0034534542,"about_ca_system_score_gemma":0.002701684,"threshold_uncertainty_score":0.99962395},"labels":[],"label_agreement":null},{"id":"W2130990167","doi":"10.17843/rpmesp.2014.311.18","title":"Dificultades en la interpretación de los resultados de la investigación biomédica relacionada con el manejo de pacientes con enfermedades crónicas no transmisibles","year":2014,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.07791847152061894,"score_gpt":0.4222611424625321,"score_spread":0.3443426709419132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130990167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9088189,0.040539924,0.00568871,0.027402483,0.0005184578,0.0019017766,0.0009748741,0.00030007242,0.013854793],"genre_scores_gemma":[0.9773525,0.005002604,0.0043479134,0.010668448,0.0010998449,0.00039004468,0.0002159024,0.00020090242,0.00072185154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9849014,0.006179625,0.0049856957,0.0016397041,0.0005025051,0.001791038],"domain_scores_gemma":[0.9866315,0.008098877,0.0021862085,0.0012714444,0.00014410896,0.0016678569],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.027631322,0.0010001955,0.0024885105,0.0008879809,0.0006126583,0.00087781943,0.0012612876,0.001058723,0.0010009602],"category_scores_gemma":[0.013119406,0.0011561344,0.0005527831,0.00057777634,0.0018337365,0.00060631597,0.00021238407,0.0011821465,0.0006281622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090007315,0.002400723,0.259816,0.009355605,0.0012235771,0.00016439622,0.06266639,0.00014247184,0.041031823,0.51507586,0.10508925,0.0021338237],"study_design_scores_gemma":[0.005890265,0.0013770907,0.046300262,0.006932931,0.00027125858,0.0006128706,0.014815106,0.03589405,0.0055545927,0.002344769,0.87762463,0.00238217],"about_ca_topic_score_codex":0.002024917,"about_ca_topic_score_gemma":0.00003033492,"teacher_disagreement_score":0.7725354,"about_ca_system_score_codex":0.0040042168,"about_ca_system_score_gemma":0.001402911,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W2134854362","doi":"10.1590/s1726-46342010000300020","title":"Reforzando las capacidades en investigación en informática para la salud global en la región andina a través de la colaboración internacional","year":2010,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Fogarty International Center; Universidad Peruana Cayetano Heredia; Johns Hopkins University; University of Washington","keywords":"Latin Americans; Globe; Health informatics; Political science; Population; Informatics; Library science; Public health; Medicine; Nursing; Environmental health; Computer science","score_opus":0.01706974921480638,"score_gpt":0.43042696672013725,"score_spread":0.4133572175053309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134854362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93879944,0.01205557,0.00023326826,0.011990707,0.0014813307,0.00344491,0.00048510128,0.00054143136,0.030968212],"genre_scores_gemma":[0.9855008,0.0030066515,0.0021443516,0.0030597395,0.0035719613,0.0009794092,0.00018343724,0.0002600781,0.0012935507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97894686,0.011945897,0.0028235246,0.0014364491,0.0016934115,0.0031538827],"domain_scores_gemma":[0.98726493,0.0068421457,0.0012006764,0.0016293839,0.0002850453,0.0027778114],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012289574,0.0014227142,0.002192753,0.00056106376,0.0010580404,0.000475179,0.0017779625,0.0029158306,0.0013438736],"category_scores_gemma":[0.0045735356,0.001289131,0.00046836448,0.0012837865,0.0019464936,0.00061553915,0.0006419336,0.00661819,0.00047084637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024092477,0.002011282,0.2543376,0.0075916243,0.0009706639,0.0011908895,0.08892303,0.000002428258,0.075070344,0.49001923,0.068695426,0.0087782275],"study_design_scores_gemma":[0.006090841,0.0015418043,0.058764208,0.0062307105,0.00030344015,0.0024910995,0.019608451,0.0006359105,0.0019339568,0.00045589727,0.9005045,0.0014391638],"about_ca_topic_score_codex":0.004363571,"about_ca_topic_score_gemma":0.00034230147,"teacher_disagreement_score":0.8318091,"about_ca_system_score_codex":0.005999961,"about_ca_system_score_gemma":0.008653767,"threshold_uncertainty_score":0.9998523},"labels":[],"label_agreement":null},{"id":"W2587405062","doi":"10.17843/rpmesp.2016.334.2559","title":"Guías de práctica clínica en el Perú: evaluación de su calidad usando el instrumento AGREE II","year":2016,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Christian ministry; CLARITY; Scope (computer science); Clinical Practice; Psychology; Medicine; Nursing; Political science; Computer science; Chemistry","score_opus":0.10031095834578721,"score_gpt":0.4970564415842962,"score_spread":0.396745483238509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587405062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91025805,0.013083376,0.0017986619,0.06701635,0.00091574574,0.0029656717,0.0002445384,0.00034234003,0.003375262],"genre_scores_gemma":[0.9760739,0.0049062287,0.0035926104,0.009338718,0.0035718624,0.0003734845,0.00024407153,0.0003030648,0.0015960288],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.98587406,0.002934656,0.004097993,0.0018818977,0.0025626633,0.0026487536],"domain_scores_gemma":[0.98928195,0.0041950676,0.0014208324,0.0021593089,0.00047328637,0.002469553],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009796874,0.0013296013,0.0021999658,0.0005901849,0.000776582,0.00038129106,0.0012079135,0.0008298802,0.0093180565],"category_scores_gemma":[0.015932946,0.0010459663,0.0008635908,0.0008718557,0.0011020622,0.0008256521,0.001013826,0.0013372601,0.00069244555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052252454,0.0044745426,0.16005604,0.00096938777,0.0016331199,0.0008887847,0.011572148,0.0000034331188,0.628643,0.017397095,0.09407394,0.07506328],"study_design_scores_gemma":[0.02635461,0.00805124,0.053269394,0.005593318,0.003808156,0.0020464587,0.015044917,0.0016324429,0.03119644,0.00037340194,0.85041916,0.0022104613],"about_ca_topic_score_codex":0.0022787761,"about_ca_topic_score_gemma":0.000043305154,"teacher_disagreement_score":0.7563452,"about_ca_system_score_codex":0.0061317515,"about_ca_system_score_gemma":0.0033872658,"threshold_uncertainty_score":0.9999455},"labels":[],"label_agreement":null},{"id":"W2761490697","doi":"10.17843/rpmesp.2017.343.2276","title":"Determinantes dietéticos del consumo de zinc en menores de cinco años con retardo de crecimiento en comunidades mayas de Guatemala","year":2017,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bioavailability; Zinc; Anthropometry; Zinc deficiency (plant disorder); Environmental health; Food frequency questionnaire; Medicine; Chemistry","score_opus":0.023089540354102316,"score_gpt":0.35081139597712346,"score_spread":0.32772185562302114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761490697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559173,0.027094863,0.00036775967,0.01184188,0.0004621344,0.0016039426,0.00019508881,0.00027142055,0.0022455961],"genre_scores_gemma":[0.9881243,0.0039687767,0.002528924,0.0029148762,0.0013998962,0.00023595168,0.0001308908,0.00025787982,0.00043849653],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99190843,0.0021018847,0.0013898285,0.0012349938,0.0009936963,0.002371155],"domain_scores_gemma":[0.99446,0.0010511628,0.0008486488,0.0019567197,0.00019509313,0.0014884181],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027432702,0.0011511758,0.0016379044,0.00048414685,0.0018934939,0.0021823046,0.0023697,0.0007845985,0.0007809249],"category_scores_gemma":[0.0014888801,0.0011602853,0.0005770054,0.00024012975,0.0015043019,0.0006602941,0.0007596048,0.0012442264,0.00010715597],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026974983,0.0023070725,0.6480837,0.002665363,0.0006232091,0.0015975315,0.037985753,0.000008177173,0.27520496,0.0032040104,0.019809406,0.005813339],"study_design_scores_gemma":[0.010762444,0.002042617,0.29725137,0.011946622,0.0015390464,0.0028019014,0.012867242,0.007636279,0.55091053,0.00052574946,0.099088125,0.0026280684],"about_ca_topic_score_codex":0.0043647396,"about_ca_topic_score_gemma":0.00009710376,"teacher_disagreement_score":0.3508323,"about_ca_system_score_codex":0.003658238,"about_ca_system_score_gemma":0.00057627785,"threshold_uncertainty_score":0.9994059},"labels":[],"label_agreement":null},{"id":"W2923004419","doi":"10.17843/rpmesp.2019.361.4027","title":"Diabetes mellitus tipo 2 en Perú: una revisión sistemática sobre la prevalencia e incidencia en población general","year":2019,"lang":"es","type":"review","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Incidence (geometry); Medicine; Diabetes mellitus; Population; Demography; Endocrinology; Environmental health; Mathematics","score_opus":0.018846073122395602,"score_gpt":0.32314091652383586,"score_spread":0.30429484340144025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923004419","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021532109,0.9523261,0.000039628878,0.00058243726,0.001213813,0.00868732,0.00044564536,0.0004921492,0.014680801],"genre_scores_gemma":[0.06791827,0.91217506,0.0008918795,0.0012676585,0.008929585,0.0014475846,0.001605407,0.0009397741,0.004824753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9770693,0.006752011,0.004322826,0.0038104723,0.0043795565,0.003665794],"domain_scores_gemma":[0.9877807,0.0022352776,0.0017904806,0.0051562935,0.0005318668,0.0025053914],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008148663,0.0038106176,0.01160004,0.0013980296,0.0006155039,0.00078005006,0.0028244697,0.0027204792,0.002809209],"category_scores_gemma":[0.0027516673,0.003274463,0.005996367,0.0018595067,0.001325035,0.0006235503,0.0013609442,0.0038189415,0.0030707237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022581064,0.0014482397,0.0009773312,0.15029867,0.0082535315,0.0009856846,0.00372457,0.0000041295534,0.0011861876,0.0018787191,0.014517497,0.81649965],"study_design_scores_gemma":[0.0031220769,0.0017679723,0.002294879,0.10889826,0.013442076,0.0006118568,0.0012513825,0.00020436068,0.0008872572,0.000012866869,0.8646903,0.002816698],"about_ca_topic_score_codex":0.0014591236,"about_ca_topic_score_gemma":0.00001594106,"teacher_disagreement_score":0.8501728,"about_ca_system_score_codex":0.0046128253,"about_ca_system_score_gemma":0.0031465606,"threshold_uncertainty_score":0.9992083},"labels":[],"label_agreement":null},{"id":"W4205872779","doi":"10.17843/rpmesp.2021.384.8502","title":"Prevalencia e incidencia de hipertensión arterial en Perú: revisión sistemática y metaanálisis","year":2021,"lang":"es","type":"review","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Medicine; Incidence (geometry); Epidemiology; Meta-analysis; Population; Demography; Internal medicine; Pediatrics; Environmental health","score_opus":0.06526796318540556,"score_gpt":0.42816150922648205,"score_spread":0.3628935460410765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205872779","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009707709,0.9630539,0.000047620866,0.0062502734,0.0021478052,0.0032046402,0.00036695346,0.0003805161,0.014840615],"genre_scores_gemma":[0.052858837,0.9248832,0.0006195912,0.0048824176,0.011309874,0.0009902812,0.000557933,0.0003115306,0.00358637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97174215,0.014157328,0.0040980093,0.0024410042,0.00367029,0.0038911877],"domain_scores_gemma":[0.988713,0.0030583432,0.0018306829,0.00200476,0.0008690605,0.0035241186],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012975625,0.0021259543,0.007234647,0.0007328228,0.002322886,0.0016897599,0.0027646539,0.0023739513,0.0075903367],"category_scores_gemma":[0.009406842,0.0020160098,0.0026871462,0.002653097,0.0018576938,0.00082160835,0.00082398945,0.0023222931,0.00046760836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00038071632,0.00392922,0.0011583029,0.08995705,0.0042516557,0.0025621525,0.23398879,8.014323e-7,0.0011951497,0.13645373,0.19922875,0.3268937],"study_design_scores_gemma":[0.0009068007,0.00043123073,0.00018643259,0.023560915,0.001968058,0.00022212643,0.040689863,0.000028906832,0.000038486683,0.000038488983,0.93016446,0.0017642428],"about_ca_topic_score_codex":0.005348557,"about_ca_topic_score_gemma":0.00014068956,"teacher_disagreement_score":0.7309357,"about_ca_system_score_codex":0.007851152,"about_ca_system_score_gemma":0.013853522,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W4366817992","doi":"10.17843/rpmesp.2023.401.12394","title":"¿Qué necesita nuestra región para fortalecer políticas públicas sobre bebidas azucaradas? diálogo de decisores","year":2023,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Political science","score_opus":0.04980695591807942,"score_gpt":0.372824819475347,"score_spread":0.3230178635572676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366817992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7023515,0.02715273,0.00025178352,0.23085539,0.0014632384,0.0023035838,0.00014747062,0.0014230998,0.0340512],"genre_scores_gemma":[0.94239855,0.0044151265,0.00035174782,0.044180498,0.0062949746,0.00029962018,0.00055608083,0.00028044084,0.001222981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905372,0.00044896448,0.0021128985,0.0016434564,0.0012163717,0.004041065],"domain_scores_gemma":[0.9954769,0.00078766485,0.0010109294,0.0016216554,0.00029493877,0.0008079099],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0032798382,0.0013049422,0.0020381482,0.0011836289,0.0011460284,0.0012734309,0.0017203577,0.0008564485,0.0016986196],"category_scores_gemma":[0.0022573809,0.0012279905,0.0007183777,0.0032105898,0.0009887085,0.0011290357,0.0011246298,0.0010977343,0.0028782876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019464327,0.00042827183,0.021896081,0.00129553,0.00027293808,0.0004342056,0.0006628965,0.000054212673,0.0014926912,0.086215645,0.8835433,0.003509586],"study_design_scores_gemma":[0.0015847647,0.00027748142,0.047456983,0.0008984048,0.00031421805,0.00016331354,0.0044295546,0.0077098547,0.00008581669,0.00071985606,0.93523043,0.0011293176],"about_ca_topic_score_codex":0.010996935,"about_ca_topic_score_gemma":0.00007094614,"teacher_disagreement_score":0.24004704,"about_ca_system_score_codex":0.00096702273,"about_ca_system_score_gemma":0.00054058025,"threshold_uncertainty_score":0.9999702},"labels":[],"label_agreement":null},{"id":"W4384702181","doi":"10.17843/rpmesp.2023.402.12646","title":"Comparación de la violencia y agresiones sufridas por el personal de salud durante la pandemia de COVID-19 en Argentina y el resto de Latinoamérica","year":2023,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Art","score_opus":0.0297162249405359,"score_gpt":0.41243869814284967,"score_spread":0.3827224732023138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384702181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754359,0.011316736,0.00030638155,0.00764594,0.00027926223,0.0009032748,0.00008189337,0.00059799035,0.0034325828],"genre_scores_gemma":[0.9803874,0.013343078,0.00071489817,0.002553969,0.0017257452,0.00022506047,0.00008450081,0.00013921886,0.0008261221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9888188,0.0044828844,0.0010909551,0.0012161139,0.0016749351,0.002716305],"domain_scores_gemma":[0.9933965,0.0030945688,0.0005774333,0.00063470076,0.00012603754,0.0021707322],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0089412695,0.00088912906,0.0011924185,0.00060181436,0.0020720046,0.0006897829,0.0013786122,0.00089472265,0.0010140786],"category_scores_gemma":[0.0029176478,0.00086842355,0.0005947077,0.0020884564,0.0018067221,0.0003418385,0.00043446652,0.0013479881,0.0003331881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071320985,0.0007119963,0.74037737,0.0006604256,0.00024138052,0.0019196554,0.112844914,0.00007938723,0.09470811,0.010052711,0.03589971,0.0017911376],"study_design_scores_gemma":[0.0045119077,0.00074976485,0.43861797,0.0059860884,0.0006347015,0.0010388255,0.19814253,0.007699335,0.00557581,0.0008574791,0.33376372,0.002421868],"about_ca_topic_score_codex":0.005391501,"about_ca_topic_score_gemma":0.000102828875,"teacher_disagreement_score":0.3017594,"about_ca_system_score_codex":0.0034751154,"about_ca_system_score_gemma":0.0040334417,"threshold_uncertainty_score":0.99989915},"labels":[],"label_agreement":null},{"id":"W4387409024","doi":"10.17843/rpmesp.2023.403.12939","title":"Contenido de sodio en preparaciones de consumo frecuente fuera del hogar en tres zonas de Lima Metropolitana, Perú","year":2023,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Sodium; Metropolitan area; Food science; Chemistry; Geography","score_opus":0.019024222887658655,"score_gpt":0.3381476937885435,"score_spread":0.31912347090088483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387409024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92996836,0.0423576,0.0002612145,0.022228837,0.000666449,0.0013886247,0.00037714152,0.0007581209,0.0019936503],"genre_scores_gemma":[0.9861148,0.0047805943,0.0012525229,0.0037523648,0.0020255428,0.00026978512,0.00039884783,0.00025634054,0.0011492011],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99201566,0.002054976,0.0012896524,0.0012670291,0.0010856339,0.0022870593],"domain_scores_gemma":[0.9959106,0.0011175514,0.00038738496,0.0010287791,0.00019237175,0.0013633256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019819438,0.0010316041,0.0014489206,0.000963666,0.00077187334,0.0007199069,0.0011398876,0.0006516935,0.0010813103],"category_scores_gemma":[0.0008840464,0.0010367174,0.0007226545,0.0010688042,0.00078078185,0.00044973363,0.00039833743,0.0010834576,0.0004154364],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005816573,0.004166543,0.2742754,0.0035440372,0.0019561688,0.0026235636,0.08102338,0.00004036689,0.30896193,0.029591644,0.28277627,0.005224116],"study_design_scores_gemma":[0.0152331125,0.0026301537,0.106099136,0.006222,0.0017396357,0.002322012,0.054641858,0.009365458,0.22995117,0.00060140033,0.56782615,0.0033679118],"about_ca_topic_score_codex":0.0032243023,"about_ca_topic_score_gemma":0.00004906992,"teacher_disagreement_score":0.2850499,"about_ca_system_score_codex":0.004028985,"about_ca_system_score_gemma":0.00049487397,"threshold_uncertainty_score":0.99983186},"labels":[],"label_agreement":null},{"id":"W4402435678","doi":"10.17843/rpmesp.2024.413.13017","title":"COVID-19 y medidas de protección adoptadas en comunidades rurales amazónicas durante los primeros meses de la pandemia","year":2024,"lang":"es","type":"article","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Indigenous Health and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"Japan Society for the Promotion of Science; Faculty of Arts and Sciences; University of Toronto","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Geography; Medicine; Art; Virology; Outbreak; Infectious disease (medical specialty)","score_opus":0.040981859551919145,"score_gpt":0.4820998420528638,"score_spread":0.4411179825009447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402435678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7767443,0.17193751,0.000803223,0.037194703,0.0014531668,0.006052743,0.0002847625,0.00095884735,0.004570719],"genre_scores_gemma":[0.96718013,0.014645296,0.0013945603,0.009296716,0.0034527262,0.0013991194,0.00030570978,0.00027875477,0.002047002],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98618156,0.006534815,0.0019586752,0.0012123928,0.0011759578,0.0029365786],"domain_scores_gemma":[0.98978084,0.0046031754,0.0005589477,0.0011716925,0.00017089176,0.003714448],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007721889,0.0010242235,0.0013671474,0.00071943173,0.0028076384,0.0005022237,0.0010848241,0.0014559411,0.0036893832],"category_scores_gemma":[0.003781316,0.0009137608,0.0004113377,0.0010964121,0.0011430993,0.00038936583,0.00031769252,0.0034455552,0.00051913876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0016373529,0.00234052,0.14057513,0.044465624,0.00091209414,0.0011606567,0.42563406,0.000014218748,0.05907406,0.06541739,0.25131112,0.0074577844],"study_design_scores_gemma":[0.0021332407,0.0009347688,0.021028861,0.010498916,0.00048949075,0.0008349991,0.08073644,0.0010516357,0.0037477368,0.00025621717,0.8771217,0.0011660238],"about_ca_topic_score_codex":0.00925669,"about_ca_topic_score_gemma":0.000114835646,"teacher_disagreement_score":0.62581056,"about_ca_system_score_codex":0.009902133,"about_ca_system_score_gemma":0.026474781,"threshold_uncertainty_score":0.9998404},"labels":[],"label_agreement":null},{"id":"W4402435710","doi":"10.17843/rpmesp.2024.413.13509","title":"Mechanical ventilation, hospitalization time, deaths and disability according to the variants of Guillain-Barré syndrome: systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mechanical ventilation; Medicine; Guillain-Barre syndrome; Meta-analysis; Intensive care unit; Confidence interval; Relative risk; Pediatrics; Ventilation (architecture); Internal medicine","score_opus":0.04072487015075808,"score_gpt":0.35661793761722366,"score_spread":0.31589306746646556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402435710","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018544667,0.99332076,0.00010182282,0.0011099636,0.00005575632,0.0049995203,0.00010558498,0.00005789117,0.00006324909],"genre_scores_gemma":[0.018337805,0.9792795,0.00015181088,0.0010148569,0.000043378204,0.00069013995,0.00014688223,0.00009101275,0.00024459916],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9955106,0.00075145025,0.0017852426,0.0009205156,0.0006752538,0.0003569646],"domain_scores_gemma":[0.99753696,0.00025149225,0.0005568807,0.0011580583,0.000104631414,0.0003919554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016363059,0.0007035724,0.0073309047,0.00024369695,0.00014519384,0.00011004607,0.00032606686,0.00019663053,0.00039031077],"category_scores_gemma":[0.0008489573,0.0003898557,0.0015977472,0.0017425738,0.00022250542,0.00007666922,0.00032366381,0.00033036357,0.00002175037],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002319811,0.0002223903,0.000020401936,0.952473,0.0430233,0.00008706001,0.00030167648,4.813221e-7,0.000019495583,0.00066926144,0.0020980057,0.0010617469],"study_design_scores_gemma":[0.00021881743,0.0004669618,0.000029124167,0.05769599,0.9101394,0.0006315227,0.00039209443,0.00012434622,0.0000022607942,0.000008478972,0.029823367,0.00046766736],"about_ca_topic_score_codex":0.00005240253,"about_ca_topic_score_gemma":0.0000037587824,"teacher_disagreement_score":0.894777,"about_ca_system_score_codex":0.00024609064,"about_ca_system_score_gemma":0.00012179137,"threshold_uncertainty_score":0.99985534},"labels":[],"label_agreement":null},{"id":"W4405227139","doi":"10.17843/rpmesp.2024.414.14285","title":"La prueba de significancia de la hipótesis nula y la dicotomización del valor p: <i>Errare Humanum Est</i>","year":2024,"lang":"en","type":"review","venue":"Revista Peruana de Medicina Experimental y Salud Pública","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Frequentist inference; Context (archaeology); Statistical hypothesis testing; Epistemology; Null hypothesis; Bayesian probability; Philosophy; Bayesian inference; Statistics; Mathematics; Geography","score_opus":0.1829923197931366,"score_gpt":0.452247040933598,"score_spread":0.26925472114046145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405227139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009559317,0.97016096,0.00077451585,0.0021225642,0.0006220504,0.0029077658,0.0011497688,0.00042673093,0.020879714],"genre_scores_gemma":[0.015982216,0.968732,0.0024076402,0.0030512728,0.002225374,0.0029266344,0.00071422505,0.00067529705,0.0032853594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98273057,0.005113784,0.007424946,0.0023232924,0.00055408914,0.0018533027],"domain_scores_gemma":[0.9882992,0.004837243,0.0034562482,0.0019174076,0.00009370318,0.0013961974],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.029379776,0.0016242806,0.006497605,0.0015288135,0.0005238545,0.0008908784,0.0017558365,0.0017419064,0.0018344825],"category_scores_gemma":[0.004409392,0.0017785128,0.0016629518,0.0010462379,0.0008631038,0.000430839,0.000431854,0.0017471972,0.003129229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007750273,0.0014891253,0.00047774595,0.07346833,0.0022121249,0.00059480447,0.013958902,0.00001287611,0.00014208,0.3536205,0.50576556,0.04818044],"study_design_scores_gemma":[0.00089113927,0.00016922993,0.00011677432,0.0123235155,0.00065038423,0.00047331094,0.0008342019,0.00060767663,0.00000604838,0.0007594363,0.9816462,0.0015220724],"about_ca_topic_score_codex":0.00035921726,"about_ca_topic_score_gemma":0.000026102776,"teacher_disagreement_score":0.47588062,"about_ca_system_score_codex":0.007938811,"about_ca_system_score_gemma":0.0030214214,"threshold_uncertainty_score":0.9996505},"labels":[],"label_agreement":null}]}