{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"17ccabf5db32","filters":{"venue":"Saúde Coletiva (Barueri)"}},"results":[{"id":"W4386408418","doi":"10.36489/saudecoletiva.2023v13i87p13095-13110","title":"Promoção da saúde e qualidade de vida de pessoas acometidas por apneia obstrutiva do sono","year":2023,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundação Amazônia Paraense de Amparo à Pesquisa","keywords":"Humanities; Psychology; Medicine; Philosophy","authors":[{"name":"Aldalice Aguiar de Souza","is_ca":false},{"name":"Andreana Rodrigues Dias Neta","is_ca":false},{"name":"Giane Zupellari dos Santos Melo","is_ca":false},{"name":"Darlisom Sousa Ferreira","is_ca":false},{"name":"Wagner Ferreira Monteiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03378235975413536,"gpt":0.3112256620884023,"spread":0.277443302334267,"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":[0.002386656,0.001139558,0.001761837,0.0009627569,0.0009344242,0.0005073224,0.00119358,0.001050842,0.002065131],"category_scores_gemma":[0.002091875,0.001221826,0.001670958,0.003493761,0.000516708,0.0002571148,0.0009163776,0.001878491,0.004369798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128621,"about_ca_system_score_gemma":0.001708437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004961631,"about_ca_topic_score_gemma":0.00002822168,"domain_scores_codex":[0.9915864,0.001053536,0.001412378,0.001783299,0.001483273,0.002681063],"domain_scores_gemma":[0.9936383,0.0009427212,0.0004788518,0.00293943,0.0004626454,0.001538099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003477999,0.005527985,0.2243654,0.006517383,0.01662589,0.007369802,0.04735172,0.004495976,0.1972816,0.03207714,0.3474333,0.1074759],"study_design_scores_gemma":[0.01176277,0.001054558,0.5645393,0.003382817,0.004737675,0.001735316,0.008265457,0.004353269,0.01326614,0.002743505,0.3806283,0.003530889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644022,0.008550195,0.01186369,0.01459298,0.003210948,0.005427244,0.0009198079,0.002848923,0.08818398],"genre_scores_gemma":[0.978623,0.0005484875,0.0007549319,0.0009900804,0.001437212,0.0007077563,0.0005014056,0.0003375063,0.01609959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401739,"threshold_uncertainty_score":0.9990231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080157081","doi":"10.36489/saudecoletiva.2020v10i54p2661-2678","title":"Impactos da COVID-19 na saúde mental da população chinesa no início da epidemia: Revisão Integrativa","year":2020,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Philosophy; Internal medicine","authors":[{"name":"Miriam Viviane Baron","is_ca":true},{"name":"A. Viganò","is_ca":true},{"name":"Gabriela Scherer","is_ca":true},{"name":"Isabella Knorr Velho","is_ca":true},{"name":"Mariana Martins Dantas Santos","is_ca":true},{"name":"Julia Braga da Silveira","is_ca":true},{"name":"Bartira Ercí­lia Pinheiro da Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1297219672716544,"gpt":0.4445122934649357,"spread":0.3147903261932813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001829639,0.00231677,0.003119363,0.0005398559,0.001372593,0.0004121001,0.002211153,0.001528108,0.02134799],"category_scores_gemma":[0.003850684,0.002219377,0.001143628,0.00220281,0.0009071797,0.0005777609,0.001440859,0.003802032,0.008513034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005221199,"about_ca_system_score_gemma":0.004088853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009229851,"about_ca_topic_score_gemma":0.0006200916,"domain_scores_codex":[0.985696,0.003002812,0.003146728,0.003490651,0.001468848,0.003194941],"domain_scores_gemma":[0.9889275,0.00144545,0.001518604,0.002435158,0.0002582674,0.005415064],"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":[0.009712428,0.002607092,0.1007028,0.006074456,0.001165043,0.001578257,0.04018329,0.00004515976,0.01283306,0.005877315,0.7831105,0.03611061],"study_design_scores_gemma":[0.009211427,0.003914545,0.01076326,0.0009754366,0.000380341,0.0002582199,0.005889594,0.0008516314,0.0004720123,0.0002745726,0.9644703,0.002538707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.475784,0.02529266,0.009953605,0.3293616,0.03101636,0.02455445,0.01539056,0.003165626,0.08548114],"genre_scores_gemma":[0.8538032,0.00110146,0.0003384729,0.1317192,0.002807872,0.000380011,0.001750655,0.0004043137,0.007694891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3780191,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107884054","doi":"10.36489/saudecoletiva.2020v10i58p4053-4066","title":"A utilização de álcool na população adolescente e sua relação com ideias suicídas","year":2020,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Youth, Drugs, and Violence","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":"QUAD Engineering (Canada)","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Arthur da Silva Gouveia Lima","is_ca":true},{"name":"Karla Carolina Silveira Ribeiro","is_ca":true},{"name":"Viviane Virginia Silva de Sousa","is_ca":true},{"name":"Amanda Laurentino Barbosa","is_ca":true},{"name":"Renan da Silva Bezerra de Lima","is_ca":true},{"name":"Alanne Renaly Mota Rodrigues","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08226988079405698,"gpt":0.3326477094302877,"spread":0.2503778286362307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001508294,0.001100322,0.001367944,0.0002018056,0.001754463,0.0004625108,0.002301909,0.0009529819,0.001935484],"category_scores_gemma":[0.001836768,0.001213729,0.000790071,0.002137759,0.001089394,0.0006086074,0.0007818319,0.001780572,0.002291341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006757639,"about_ca_system_score_gemma":0.001519921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812303,"about_ca_topic_score_gemma":0.0007573979,"domain_scores_codex":[0.9905418,0.001750897,0.001336491,0.001868512,0.001802635,0.002699732],"domain_scores_gemma":[0.995264,0.0003595594,0.0007013531,0.001049168,0.0004179899,0.002207963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003637145,0.002818862,0.2599645,0.002494889,0.0008586722,0.001729643,0.4520979,0.0002341954,0.009910034,0.02107254,0.0831116,0.1620701],"study_design_scores_gemma":[0.01612188,0.004404398,0.07494692,0.01062097,0.002170816,0.0001359597,0.3651724,0.04966686,0.008132171,0.003794367,0.4522109,0.01262237],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7510097,0.02355364,0.0309761,0.09796515,0.01442696,0.0110008,0.002823283,0.00420656,0.0640378],"genre_scores_gemma":[0.9827647,0.002040902,0.0001350976,0.007841178,0.001017294,0.00006758451,0.000068603,0.000178996,0.005885599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3690993,"threshold_uncertainty_score":0.9995451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093697805","doi":"10.36489/saudecoletiva.2020v10i57p3597-3606","title":"Desafios da prevenção do novo coronavírus (COVID-19) na prática odontológica","year":2020,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Psychology; Philosophy; Medicine; Internal medicine","authors":[{"name":"Camila Caroline da Silva","is_ca":true},{"name":"Danielle Ramalho Barbosa da Silva","is_ca":true},{"name":"Gutargo Nunes Teixeira","is_ca":true},{"name":"Victor Figuerêdo Sabino de Lima","is_ca":true},{"name":"William da Silva Ribeiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1174450857302961,"gpt":0.3780136775537674,"spread":0.2605685918234713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001092736,0.001497042,0.001666337,0.0003395009,0.001239657,0.001456478,0.003282438,0.0009781326,0.04110912],"category_scores_gemma":[0.0120678,0.001596436,0.00102981,0.00194752,0.001072847,0.0006411592,0.002672733,0.002268113,0.01555097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993398,"about_ca_system_score_gemma":0.004501286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008166768,"about_ca_topic_score_gemma":0.0004892494,"domain_scores_codex":[0.987297,0.001561596,0.001745325,0.002932543,0.003430307,0.003033229],"domain_scores_gemma":[0.9876715,0.001877197,0.0006455452,0.002183863,0.0003997514,0.007222175],"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":[0.01621574,0.003499264,0.0332761,0.00793033,0.002169774,0.03274082,0.006900494,0.0002518922,0.02048285,0.01363049,0.817092,0.04581025],"study_design_scores_gemma":[0.009125872,0.002333391,0.008659972,0.0004695597,0.0003918902,0.0006240979,0.002219279,0.001221751,0.001437391,0.002021641,0.9690969,0.002398262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5766194,0.03465899,0.0459113,0.09797139,0.01022853,0.021996,0.01278504,0.004154173,0.1956752],"genre_scores_gemma":[0.9453244,0.0004589072,0.0004137268,0.02181892,0.001058419,0.0004139133,0.0002760405,0.0003078274,0.02992791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.368705,"threshold_uncertainty_score":0.9997779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083259768","doi":"10.36489/saudecoletiva.2020v10i55p3003-3012","title":"Diagnósticos e intervenções de enfermagem em idosos frágeis segundo o modelo conceitual de henderson","year":2020,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Psychology","authors":[{"name":"Vitória Polliany de Oliveira Silva","is_ca":false},{"name":"Lucilla Vieira Carneiro","is_ca":false},{"name":"Neyce de Matos Nascimento","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06010913384584651,"gpt":0.3309889836197435,"spread":0.270879849773897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005217875,0.000918176,0.001032933,0.0002098687,0.0005965363,0.0008044078,0.0007583393,0.0005509469,0.001561048],"category_scores_gemma":[0.0009157307,0.001085498,0.0005798747,0.0006359859,0.0003544394,0.000682048,0.0002656594,0.001052838,0.0006218368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136117,"about_ca_system_score_gemma":0.0003638604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003473741,"about_ca_topic_score_gemma":0.0000685386,"domain_scores_codex":[0.9942081,0.0009125789,0.001082231,0.001304701,0.0008042703,0.001688142],"domain_scores_gemma":[0.9968017,0.0007446007,0.0005168534,0.0006280653,0.0002159897,0.001092754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004905718,0.002903357,0.02743873,0.002430757,0.001000824,0.0008963839,0.1884539,0.006345782,0.0761258,0.003447798,0.5162759,0.169775],"study_design_scores_gemma":[0.01999275,0.01085945,0.04218087,0.009573905,0.003858945,0.0002924878,0.1015577,0.2242927,0.4932186,0.00476247,0.08172219,0.00768788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877996,0.004129201,0.0485994,0.04548021,0.004109964,0.002668296,0.0004825077,0.0008946783,0.005836142],"genre_scores_gemma":[0.9850881,0.0002010957,0.001314844,0.01081165,0.00149004,0.0001946928,0.0001556374,0.0002357434,0.0005082005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4345537,"threshold_uncertainty_score":0.9993517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090960220","doi":"10.36489/saudecoletiva.2020v10i56p3056-3079","title":"Nutrição, cognição e emoção: bases e instrumentos neuropsicológicos para nutricionistas","year":2020,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Cognition; Psychology; Medicine; Gerontology; Psychiatry","authors":[{"name":"Helena Beatriz Rower","is_ca":true},{"name":"Denise Ren da Fontoura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06436433852216496,"gpt":0.2939052856165347,"spread":0.2295409470943697,"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":[0.0002965891,0.001194059,0.001730888,0.0003880591,0.0007045042,0.0003957897,0.0007124575,0.0005541333,0.006588306],"category_scores_gemma":[0.001184018,0.00124354,0.0006942785,0.001997664,0.0005256074,0.0003273414,0.0005097137,0.001509752,0.003543633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920319,"about_ca_system_score_gemma":0.0003913216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000631384,"about_ca_topic_score_gemma":0.00000539458,"domain_scores_codex":[0.9934283,0.0004543409,0.001470637,0.001743027,0.001441637,0.001462038],"domain_scores_gemma":[0.9956741,0.0004625994,0.0005672481,0.0009133534,0.0004518173,0.001930866],"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":[0.01660305,0.01116541,0.074396,0.007739043,0.001855642,0.006147368,0.008967598,0.00002683103,0.06308302,0.006300841,0.7675095,0.03620576],"study_design_scores_gemma":[0.01584095,0.004080993,0.02949799,0.002250763,0.001048709,0.0002599408,0.003074276,0.001477621,0.017486,0.0000744537,0.9232678,0.001640545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.43005,0.02512837,0.003977529,0.3836396,0.008091113,0.0171069,0.003748216,0.004139107,0.1241192],"genre_scores_gemma":[0.9636706,0.002452392,0.0003356838,0.0250925,0.003655469,0.0001517965,0.0004567117,0.0002534124,0.003931423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5336207,"threshold_uncertainty_score":0.9990014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415592840","doi":"10.36489/saudecoletiva.2025v16i101p17408-17421","title":"Diagnóstico Situacional de Comitês Municipais de Equidade: Um Relato de Experiência do Projeto Pet-saúde Equidade","year":2025,"lang":"","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Equity (law); Context (archaeology); Scope (computer science); Intervention (counseling); Social movement","authors":[{"name":"Aline da Silva Godoy","is_ca":false},{"name":"D. Andrade","is_ca":false},{"name":"E. Silva","is_ca":false},{"name":"Gabrielly Sabino de Freitas","is_ca":false},{"name":"Marcos Vinícius Campos Augusto Reis","is_ca":false},{"name":"Fernando Eustáquio de Matos","is_ca":true},{"name":"Guilherme Rhis","is_ca":false},{"name":"Maria Anete Santana Valente","is_ca":true},{"name":"Rômulo Batista Gusmão","is_ca":false},{"name":"Waneska Alexandra Alves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02409617082918098,"gpt":0.3443738991902912,"spread":0.3202777283611102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002919598,0.001234985,0.00160918,0.0005396194,0.003126272,0.0008569292,0.002516171,0.001607672,0.002740689],"category_scores_gemma":[0.009084067,0.001464084,0.0009162107,0.00234604,0.003193147,0.0005065526,0.001202032,0.002202059,0.0004291808],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004937981,"about_ca_system_score_gemma":0.01105078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005463169,"about_ca_topic_score_gemma":0.0009102819,"domain_scores_codex":[0.9867136,0.003349158,0.001729841,0.001506945,0.001775494,0.004924899],"domain_scores_gemma":[0.9908841,0.004609725,0.0006345113,0.00127609,0.0005661013,0.002029434],"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":[0.001176812,0.002447186,0.1348574,0.0009750059,0.001144509,0.001573079,0.2761937,0.0001413162,0.02866958,0.4745962,0.06659764,0.01162754],"study_design_scores_gemma":[0.004221754,0.0008256952,0.01817325,0.002457126,0.001207586,0.00009833988,0.1346796,0.001338717,0.0135954,0.03930942,0.7808967,0.003196346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756831,0.003980582,0.001163736,0.01662464,0.004528387,0.002339131,0.0003263863,0.000510933,0.09484312],"genre_scores_gemma":[0.9775628,0.002145505,0.002574479,0.005869697,0.003402632,0.0008554968,0.00004220105,0.0001707931,0.007376354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7142991,"threshold_uncertainty_score":0.9996884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323518803","doi":"10.36489/saudecoletiva.2019v9i49p1637-1643","title":"Os responsáveis legais e a adesão à vacina contra hpv por meninas e adolescentes","year":2020,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Women's cancer prevention and management","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":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","authors":[{"name":"Luciana de Carvalho","is_ca":true},{"name":"Carla Marins Silva","is_ca":true},{"name":"Luciane Marques de Araújo","is_ca":true},{"name":"Selma Villas Boas Teixeira","is_ca":true},{"name":"Bruna de Paula Pereira","is_ca":true},{"name":"Vivian Gomes Mazzoni","is_ca":true},{"name":"Octávio Muniz da Costa Vargens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759412407840672,"gpt":0.2778612912725598,"spread":0.2502671671941531,"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":[0.0007570687,0.0009886659,0.001504373,0.000359385,0.0003482444,0.0002028791,0.000733416,0.000370965,0.02052653],"category_scores_gemma":[0.0006592087,0.001021161,0.0006804808,0.001187798,0.0003240152,0.0002989132,0.0006371539,0.001052123,0.003495584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000600851,"about_ca_system_score_gemma":0.0006132942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006962329,"about_ca_topic_score_gemma":0.00002626815,"domain_scores_codex":[0.993655,0.0007159217,0.001338331,0.001563982,0.001247435,0.001479392],"domain_scores_gemma":[0.9964168,0.0001602304,0.0004940592,0.001119269,0.0003176863,0.00149195],"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":[0.01746785,0.002457491,0.007399389,0.005186212,0.002558677,0.002228551,0.009544137,0.00007126266,0.02485845,0.007016359,0.8734486,0.04776299],"study_design_scores_gemma":[0.01410841,0.002986014,0.04741428,0.001765014,0.001131314,0.00004193093,0.006776966,0.0009133523,0.006224882,0.00005412638,0.9173068,0.001276933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1987523,0.03702974,0.02580601,0.431012,0.01205228,0.02818093,0.001898513,0.003213895,0.2620544],"genre_scores_gemma":[0.9012983,0.0007219157,0.0003079442,0.0174049,0.001449628,0.0002536614,0.0001141818,0.0001867358,0.07826272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7025461,"threshold_uncertainty_score":0.9992239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412699627","doi":"10.36489/saudecoletiva.2025v16i98p16762-16777","title":"Estilo de Vida e Percepção da Dor de Adultos no Período Pré Cirurgia Cardíaca","year":2025,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[{"name":"Ricardo Pauli Lautert","is_ca":false},{"name":"Mari Ângela Gaedke","is_ca":false},{"name":"Míriam Beatris Reckziegel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00920419946406457,"gpt":0.2754480015816693,"spread":0.2662438021176047,"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":[0.001146775,0.001011493,0.002331958,0.0004677506,0.0005613627,0.0001411178,0.0007890274,0.0009781554,0.002446992],"category_scores_gemma":[0.001309327,0.00103839,0.001750683,0.0009637589,0.0005918783,0.0001422662,0.0007274312,0.001552879,0.002086792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332822,"about_ca_system_score_gemma":0.002354104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506539,"about_ca_topic_score_gemma":0.0000702106,"domain_scores_codex":[0.9936502,0.0008392793,0.0009523585,0.001518166,0.0007540819,0.002285923],"domain_scores_gemma":[0.9958004,0.000404494,0.0001931005,0.002094295,0.0006268551,0.000880804],"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":[0.02137619,0.002671392,0.03012293,0.008805504,0.009295358,0.003529647,0.01430497,0.001202091,0.3437176,0.002338591,0.46784,0.09479578],"study_design_scores_gemma":[0.01760556,0.002086546,0.4418752,0.00767016,0.008530172,0.001007973,0.00711627,0.006787571,0.02376925,0.0005982658,0.4796014,0.003351651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.855711,0.01465482,0.004787096,0.003557975,0.006254518,0.003825592,0.0004223119,0.0006397165,0.1101469],"genre_scores_gemma":[0.9703636,0.001877395,0.0006406118,0.003589556,0.002132439,0.0003592678,0.0002075093,0.0001756928,0.02065397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4117522,"threshold_uncertainty_score":0.9992067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206621179","doi":"10.36489/saudecoletiva.2021v11i68p7749-7760","title":"O desenvolvimento motor de crianças cardiopatia em um hospital de referência na região amazônica","year":2021,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","authors":[{"name":"Danielle Maria de Souza Chaves","is_ca":false},{"name":"Flávia Lobato Maciel","is_ca":false},{"name":"Jorgeane Pedrosa Pantoja","is_ca":false},{"name":"Marcela do Socorro Tavares de Melo","is_ca":false},{"name":"Marina Moura Mourão","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01562143630875574,"gpt":0.2758458053634606,"spread":0.2602243690547049,"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":[0.0007050749,0.001082314,0.001728663,0.0002555588,0.0007049602,0.0002235341,0.0005135966,0.0005823981,0.001544716],"category_scores_gemma":[0.002574862,0.001206301,0.00105892,0.0009817481,0.0004974001,0.0002345317,0.001108571,0.001120506,0.001236515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195552,"about_ca_system_score_gemma":0.003427165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003168758,"about_ca_topic_score_gemma":0.000364407,"domain_scores_codex":[0.9927673,0.0008441475,0.001097681,0.00164254,0.001307122,0.002341172],"domain_scores_gemma":[0.9945437,0.0004155915,0.0002524225,0.00199908,0.001088524,0.001700629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006377975,0.006821579,0.4021814,0.006444796,0.01128917,0.04261737,0.03520472,0.00001632711,0.102005,0.00130273,0.3008023,0.08493661],"study_design_scores_gemma":[0.009651198,0.003717399,0.6965384,0.004257845,0.005372812,0.0006793441,0.03519554,0.001043177,0.01856052,0.000352637,0.2212107,0.003420335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190633,0.04546379,0.0002636976,0.005218836,0.002885479,0.002305111,0.0008407586,0.0004420368,0.02351696],"genre_scores_gemma":[0.9577951,0.001061523,0.000890596,0.001719792,0.002084403,0.0003838383,0.0001205175,0.0002645605,0.0356796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943571,"threshold_uncertainty_score":0.9995412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320062350","doi":"10.36489/saudecoletiva.2022v12i81p11584-11595","title":"Lesão medular no contexto da família: avaliação estrutural com genograma e ecomapa","year":2022,"lang":"pt","type":"article","venue":"Saúde Coletiva (Barueri)","topic":"Family and Disability Support Research","field":"Psychology","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; Physics; Philosophy","authors":[{"name":"Lorena Cavalcante Lôbo","is_ca":false},{"name":"Zilmar Augusto de Souza Filho","is_ca":false},{"name":"Giane Zupellari dos Santos Melo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09899673951935135,"gpt":0.388527035897214,"spread":0.2895302963778627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002531124,0.001249868,0.001681907,0.0004914766,0.002208109,0.0004299819,0.002728644,0.0007197944,0.1071822],"category_scores_gemma":[0.0006147947,0.001391586,0.001026093,0.00143703,0.001594138,0.0002929745,0.002560027,0.003576803,0.01066682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067969,"about_ca_system_score_gemma":0.0009228422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260884,"about_ca_topic_score_gemma":0.000307854,"domain_scores_codex":[0.9865186,0.003906352,0.001776409,0.00248365,0.002250818,0.003064165],"domain_scores_gemma":[0.9935395,0.001053677,0.0005102712,0.003158685,0.0005203756,0.001217457],"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":[0.006531228,0.006711064,0.1700072,0.0008678935,0.001833579,0.002995103,0.01241786,0.0001740313,0.01045872,0.01122726,0.7400262,0.03674982],"study_design_scores_gemma":[0.005901911,0.003344183,0.04617118,0.00009227298,0.0002340074,0.0003457476,0.0391203,0.0007252854,0.000293227,0.0006885604,0.9011924,0.00189098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595475,0.005040243,0.0001896763,0.01350245,0.0131415,0.004531691,0.003236993,0.0005363979,0.1002735],"genre_scores_gemma":[0.9205506,0.00006660647,0.000116327,0.003636111,0.0007537117,0.001057121,0.001097051,0.0002310582,0.07249141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611661,"threshold_uncertainty_score":0.9990909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}