{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c7763bbe8f38","filters":{"venue":"STUDIES IN HEALTH SCIENCES"}},"results":[{"id":"W4409726048","doi":"10.54022/shsv6n2-006","title":"Associação entre vitamina D e performance em ultramaratonas: uma revisão sistemática e meta-análise","year":2025,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Vitamin D Research 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":"Philosophy; Medicine; Psychology","authors":[{"name":"Eder Magnus Almeida Alves Filho","is_ca":false},{"name":"Bárbara Raquel Souza Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1613960172435444,"gpt":0.4597480151443496,"spread":0.2983519979008052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02840851,0.002340553,0.01054991,0.005670207,0.0009908043,0.005138604,0.002458792,0.002624057,0.003972768],"category_scores_gemma":[0.06690711,0.001368531,0.03109669,0.006924803,0.001017579,0.002516196,0.001646253,0.002220959,0.0004011798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356085,"about_ca_system_score_gemma":0.004816536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007621967,"about_ca_topic_score_gemma":0.01019689,"domain_scores_codex":[0.9757641,0.01183785,0.006882345,0.002403052,0.002593422,0.0005191805],"domain_scores_gemma":[0.9293045,0.05621941,0.007517537,0.003017162,0.00355992,0.0003814065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005665835,0.0001628,0.06166207,0.3263908,0.5364372,0.0002570467,0.0004509835,0.001011325,0.0007213262,0.0009915157,0.001895111,0.06435397],"study_design_scores_gemma":[0.001131159,0.001185057,0.04459739,0.04814031,0.8884093,0.0004150217,0.0002510419,0.0009272099,0.0007293661,0.00175961,0.01236712,0.00008737919],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01101799,0.9835312,0.00227595,0.0006943652,0.0004351922,0.0003907337,0.0009744205,0.00003655361,0.000643546],"genre_scores_gemma":[0.3631199,0.6133621,0.01279014,0.002658844,0.001004107,0.00342237,0.002324117,0.00009785245,0.001220651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02840851,"threshold_uncertainty_score":0.1502404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398202749","doi":"10.54022/shsv5n2-016","title":"Perfil sociodemográfico, clínico e do tratamento de pacientes com Artrite Reumatoide","year":2024,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Rheumatoid Arthritis Research and Therapies","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":"PROTO Manufacturing (Canada)","funders":"","keywords":"Medicine; Gynecology","authors":[{"name":"Jéssica de Castro Oliveira","is_ca":true},{"name":"Deise Elen Oliveira dos Santos Reis","is_ca":true},{"name":"Maria Luiza Silva Teixeira","is_ca":true},{"name":"Paôlla Nayme Martins Morais Nicolau","is_ca":false},{"name":"Davi Mamede da Luz","is_ca":true},{"name":"Elano Jaime Azevedo Júnior","is_ca":true},{"name":"Marcelo Soares Pimenta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1068225530032881,"gpt":0.4513252029545631,"spread":0.344502649951275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007416978,0.0001881525,0.0004717051,0.001071632,0.0006936888,0.0007978494,0.0002190833,0.000417863,0.002421916],"category_scores_gemma":[0.004338157,0.0002156782,0.0005332083,0.001407637,0.0003122295,0.0005604984,0.0004418184,0.0005820767,0.0002548134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563728,"about_ca_system_score_gemma":0.001052551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683908,"about_ca_topic_score_gemma":0.02262175,"domain_scores_codex":[0.9992079,0.000235363,0.0001431759,0.0001017532,0.0001508257,0.0001610149],"domain_scores_gemma":[0.9984919,0.0002924427,0.0007176744,0.00006010656,0.0002211361,0.0002167917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650007,0.0000806925,0.9889436,0.0001431218,0.00008435728,0.0003930147,0.0008612435,0.00005028669,0.0002404621,0.0001049907,0.0004996972,0.008433581],"study_design_scores_gemma":[0.000009468196,0.0002144842,0.9949713,0.0001929219,0.00007724,0.0009875624,0.001709364,0.0001288566,0.00008600777,0.0001136329,0.001494566,0.00001448342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897411,0.003940233,0.0002120206,0.0007765643,0.00002218454,0.00005936529,0.001430014,0.000009450665,0.003809085],"genre_scores_gemma":[0.9964579,0.001946251,0.0002463497,0.0001500393,0.00002520987,0.00004479427,0.0005383476,0.000002565354,0.0005886017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01683908,"threshold_uncertainty_score":0.03348213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412564361","doi":"10.54022/shsv6n3-015","title":"Grossesse après une chirurgie bariatrique: conséquences pour la mère, résultat périnatal, évaluation nutritionnelle, croissance et développement des enfants","year":2025,"lang":"fr","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Gynecology; Medicine","authors":[{"name":"Cátia Millene Dell Agnolo","is_ca":false},{"name":"Caroline Cyr","is_ca":false},{"name":"Francine de Montigny","is_ca":false},{"name":"Sandra Marisa Pelloso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1644684681445707,"gpt":0.4594476191195767,"spread":0.2949791509750059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00200913,0.0002743665,0.000419319,0.0006707039,0.0007999022,0.0010787,0.000239481,0.0004238235,0.002063225],"category_scores_gemma":[0.00810436,0.0002076145,0.0003613728,0.0006387746,0.0007884123,0.0005571824,0.0007110752,0.0006370054,0.0002140132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303247,"about_ca_system_score_gemma":0.001437164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109513,"about_ca_topic_score_gemma":0.03659568,"domain_scores_codex":[0.9992285,0.0002911793,0.00006209635,0.00008641928,0.0002075217,0.0001244108],"domain_scores_gemma":[0.9970452,0.00118004,0.0007412099,0.00008965575,0.0006059082,0.0003379854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004925665,0.0001416196,0.9070809,0.0006544611,0.0001106395,0.006226446,0.02023381,0.0001944114,0.005235411,0.0005009703,0.0006354522,0.05849319],"study_design_scores_gemma":[0.000003492748,0.0005802197,0.980857,0.0003653507,0.00006471973,0.003315251,0.01173061,0.0000786443,0.0008443327,0.0001460718,0.001987095,0.0000272325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946547,0.002596874,0.0003695452,0.0004307499,0.00002715046,0.00002616351,0.0001563579,0.000005988057,0.001732617],"genre_scores_gemma":[0.9934411,0.003440502,0.0009839648,0.00017193,0.00001792078,0.00004600365,0.0001582923,0.000006948639,0.001733397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109513,"threshold_uncertainty_score":0.04194468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381616513","doi":"10.54022/shsv4n2-008","title":"Variações anatômicas na origem dos ramos do arco aórtico: relato de caso","year":2023,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Aortic Disease and Treatment Approaches","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":"Adidas (Canada)","funders":"","keywords":"Medicine; Humanities; Art","authors":[{"name":"Francarlos de Oliveira Souza","is_ca":false},{"name":"Andielle Cegolini","is_ca":false},{"name":"Eva Pales Amorim Neta","is_ca":false},{"name":"Ygor Ribeiro de Medeiros","is_ca":false},{"name":"Wanessa Pereira Campos Gonçalves Arraes","is_ca":false},{"name":"Luana Victória de Andrade Ramos","is_ca":true},{"name":"Erasmo de Almeida Júnior","is_ca":true},{"name":"Émerson de Oliveira Ferreira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2017833628312165,"gpt":0.4656042390145894,"spread":0.263820876183373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008096741,0.0006200978,0.000688615,0.004126531,0.001047842,0.00175183,0.0008309485,0.001488228,0.002487028],"category_scores_gemma":[0.003556039,0.0005470901,0.0005277037,0.002391357,0.001820148,0.001454173,0.001209598,0.001651948,0.001026797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956096,"about_ca_system_score_gemma":0.0006897854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940376,"about_ca_topic_score_gemma":0.002002612,"domain_scores_codex":[0.9992062,0.0001060635,0.0001073526,0.0002492008,0.0001830478,0.0001481332],"domain_scores_gemma":[0.9984093,0.0005838726,0.0004719609,0.0001520628,0.0001773872,0.0002055058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000525044,0.0003115918,0.6889242,0.0004017077,0.00007295763,0.2530207,0.003186575,0.0003223112,0.01130507,0.0009633095,0.0007863833,0.04018028],"study_design_scores_gemma":[0.00002004386,0.0006409251,0.2299935,0.000215894,0.0001285767,0.7522349,0.003525864,0.0007207998,0.003456802,0.001227531,0.007737263,0.00009798835],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724974,0.01435669,0.00387498,0.0006242091,0.00009270593,0.0001700203,0.0003178415,0.00009396006,0.007972107],"genre_scores_gemma":[0.9866195,0.007613345,0.003420044,0.0002063938,0.0002687183,0.00007186726,0.0002779324,0.0000330488,0.001489074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004126531,"threshold_uncertainty_score":0.008319974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283313762","doi":"10.54022/shsv3n2-002","title":"Uso dos inibidores de SGLT2 na insuficiência cardíaca: uma revisão de literatura","year":2022,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Diabetes Treatment 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":"Discovery Air (Canada)","funders":"","keywords":"Medicine","authors":[{"name":"Igor Antônio Galvão Vieira","is_ca":false},{"name":"Nathaly Silva Santos","is_ca":false},{"name":"Maria Clara Albuquerque Sette Aguiar","is_ca":false},{"name":"Alexandre de Castro Brommonschenkel","is_ca":false},{"name":"Fernanda Caetano Solano Oliveira","is_ca":true},{"name":"Henrique Ulisses Duarte de Castro","is_ca":true},{"name":"Gustavo Lopes De Oliveira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08964799316671314,"gpt":0.4170940167910214,"spread":0.3274460236243083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003529949,0.0007341337,0.002142073,0.006084805,0.0005141672,0.003044914,0.001086622,0.001456012,0.003337672],"category_scores_gemma":[0.01452062,0.0003796333,0.002120649,0.006991443,0.001302185,0.002718681,0.0009188408,0.001503708,0.0005574652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121913,"about_ca_system_score_gemma":0.003205378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003252499,"about_ca_topic_score_gemma":0.003798768,"domain_scores_codex":[0.9976414,0.0005998053,0.0008462427,0.0003831366,0.000434717,0.00009468891],"domain_scores_gemma":[0.984062,0.01252137,0.001865281,0.0002686262,0.001147561,0.0001351307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000867588,0.0001293366,0.01303754,0.1885178,0.002508478,0.0009713926,0.001178233,0.0004198301,0.001271601,0.004317076,0.02032708,0.7664541],"study_design_scores_gemma":[0.0002256626,0.000766226,0.03722623,0.2659127,0.01696992,0.01318248,0.002711747,0.0008521513,0.003084046,0.007466085,0.6513468,0.0002558664],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001166435,0.9969864,0.0001710804,0.0007417224,0.0002085076,0.00001164317,0.0001540078,0.000007421323,0.0005527839],"genre_scores_gemma":[0.01089546,0.9869686,0.000444302,0.0007801047,0.0005038932,0.00002593261,0.0002059362,0.000005917509,0.00016995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006084805,"threshold_uncertainty_score":0.01866841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283370471","doi":"10.54022/shsv3n2-030","title":"Importância do conhecimento das variações anatômicas da tríade portal no transplante hepático","year":2022,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Organ Transplantation Techniques and Outcomes","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":"Nortel (Canada)","funders":"","keywords":"Anatomy; Humanities; Medicine; Art","authors":[{"name":"Anna Carolina Pereira Gomes","is_ca":true},{"name":"Glenda Helena Rosa do Amaral","is_ca":true},{"name":"Eduardo Cunha Costa","is_ca":true},{"name":"João Victor Koiti Silva Yamashita","is_ca":true},{"name":"Luana Augusta Santana Lima","is_ca":true},{"name":"Lohahanne Yasmin Coelho Aguiar Lopes","is_ca":false},{"name":"Arthur Vinícius Moraes Silva","is_ca":true},{"name":"Mário de Souza lima E Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08973417259736419,"gpt":0.447642145459497,"spread":0.3579079728621328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001795091,0.0003055691,0.0005401017,0.002244259,0.0006896069,0.002338571,0.0003825325,0.0006135716,0.005202451],"category_scores_gemma":[0.006764315,0.0002319848,0.0004860515,0.002410776,0.001452624,0.002076908,0.00104554,0.001280977,0.0008905156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001252,"about_ca_system_score_gemma":0.0007902819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431683,"about_ca_topic_score_gemma":0.002354369,"domain_scores_codex":[0.9984842,0.0004849875,0.0001264255,0.0002872719,0.0004627721,0.0001543365],"domain_scores_gemma":[0.9947896,0.002238516,0.001479943,0.0005106597,0.000732298,0.0002490098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199675,0.0001488844,0.5633951,0.002187018,0.0003192719,0.01116265,0.003057382,0.001416921,0.04242067,0.01189097,0.00296235,0.359839],"study_design_scores_gemma":[0.0001046425,0.001337979,0.7017173,0.001118304,0.000536426,0.1259875,0.006466748,0.004491251,0.04929987,0.02261306,0.08610262,0.0002243626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588476,0.0585885,0.04432796,0.004746925,0.0005497069,0.0001145677,0.0008079612,0.0005596176,0.03145728],"genre_scores_gemma":[0.9845063,0.007220503,0.005880151,0.000237977,0.0002727865,0.00002354319,0.0001622353,0.00004384981,0.001652705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005202451,"threshold_uncertainty_score":0.0174039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415488284","doi":"10.54022/shsv6n4-010","title":"Zolpidem e suicídio: uma revisão sistemática","year":2025,"lang":"","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Suicide and Self-Harm Studies","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":"Zolpidem; Adverse effect; Statistical analysis; MEDLINE","authors":[{"name":"ANA GABRIELA DE OLIVEIRA SILVA","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1851591731969867,"gpt":0.5015732803628203,"spread":0.3164141071658336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004759261,0.001122703,0.002541957,0.008727034,0.0007803501,0.004052946,0.001500283,0.001900273,0.00436698],"category_scores_gemma":[0.01055405,0.0006908114,0.002234981,0.007582115,0.001795787,0.004186699,0.001505697,0.002796086,0.001259052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125416,"about_ca_system_score_gemma":0.008549749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008001829,"about_ca_topic_score_gemma":0.009877127,"domain_scores_codex":[0.9973738,0.0007068396,0.0008713325,0.0003179981,0.0006305309,0.00009945071],"domain_scores_gemma":[0.990082,0.006609704,0.001256801,0.0002437601,0.001682658,0.0001251115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005962334,0.0001275774,0.00202218,0.08934296,0.0008072163,0.0003479423,0.0007889828,0.0004401765,0.001203261,0.0113215,0.02666095,0.8663411],"study_design_scores_gemma":[0.0001507801,0.0007185111,0.008892598,0.08558104,0.00413279,0.00371364,0.0007670502,0.0005261324,0.001837687,0.01109494,0.8824301,0.0001547548],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003243564,0.9962353,0.0002057612,0.001875794,0.0005416403,0.00001753187,0.00007614717,0.00001081127,0.0007126034],"genre_scores_gemma":[0.003963546,0.9928676,0.0006589548,0.001095613,0.0007167904,0.00003846244,0.0001190406,0.000006340208,0.0005336776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008727034,"threshold_uncertainty_score":0.02516973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288043947","doi":"10.54022/shsv3n3-011","title":"Desenvolvimento comunitário e enfermagem: um protocolo para scoping review","year":2022,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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; Sociology; Philosophy","authors":[{"name":"Jóni André Borges Madureira","is_ca":false},{"name":"Vanessa dos Santos Cardoso Monteiro","is_ca":false},{"name":"Pedro Melo","is_ca":false},{"name":"Margarida Vieira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2983632744389848,"gpt":0.526695097291593,"spread":0.2283318228526082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3033835,0.00430476,0.01017344,0.05295718,0.009549215,0.02096196,0.008959463,0.0140676,0.02774978],"category_scores_gemma":[0.3081176,0.005976266,0.01224588,0.05150411,0.01040978,0.01741305,0.01864289,0.01233065,0.01233089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03146593,"about_ca_system_score_gemma":0.2088514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046442,"about_ca_topic_score_gemma":0.0189419,"domain_scores_codex":[0.6668544,0.1579519,0.1289792,0.01049695,0.02887815,0.006839403],"domain_scores_gemma":[0.6964437,0.1266358,0.04028879,0.0306805,0.09745474,0.008496464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001571281,0.0004074929,0.002509721,0.6164049,0.001132419,0.001044766,0.01629868,0.001338122,0.002602166,0.03097497,0.1360445,0.189671],"study_design_scores_gemma":[0.00216774,0.0003956353,0.00395829,0.474797,0.001657505,0.0004792783,0.007513507,0.0005238627,0.001506691,0.01330511,0.4933347,0.0003607481],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001126805,0.01451228,0.01285917,0.008015008,0.002420645,0.9408996,0.009956372,0.0003237998,0.009886298],"genre_scores_gemma":[0.001737932,0.01045391,0.02992177,0.001340147,0.000162288,0.9520119,0.00255289,0.00005587575,0.001763319],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3033835,"threshold_uncertainty_score":0.8590522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412025500","doi":"10.54022/shsv6n3-004","title":"The malleability of air travelers hypobaric hypoxia symptoms observed among repeated exposures: systematic review","year":2025,"lang":"en","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","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":"Malleability; Hypoxia (environmental); Medicine; Traditional medicine; Psychology; Computer security; Computer science; Chemistry; Oxygen","authors":[{"name":"Danielle Filippo de Lemos","is_ca":false},{"name":"Adriano Percival Calderaro Calvo","is_ca":false},{"name":"Alexander Barreiros Cardoso Bomfim","is_ca":false},{"name":"Thiago Teixeira Guimarães","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04794886600415948,"gpt":0.3504007005594831,"spread":0.3024518345553236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009100582,0.001406217,0.008796117,0.008709376,0.0007468776,0.003378911,0.001946241,0.002620496,0.004651157],"category_scores_gemma":[0.05192993,0.001176114,0.007416625,0.00956532,0.001301814,0.002981499,0.00188118,0.001233903,0.0002792029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004018896,"about_ca_system_score_gemma":0.01153898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007639618,"about_ca_topic_score_gemma":0.02304026,"domain_scores_codex":[0.9882373,0.00375744,0.004682115,0.0008767532,0.002154045,0.0002922323],"domain_scores_gemma":[0.9610928,0.02785127,0.007755705,0.0005300459,0.002474565,0.0002957642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001197912,0.000008347231,0.0004440745,0.9824855,0.005248834,0.00005953956,0.0002474834,0.00003172991,0.00007910793,0.00007936765,0.0005155866,0.01068068],"study_design_scores_gemma":[0.000241124,0.0002277634,0.004427514,0.9233763,0.06049281,0.0003877691,0.0005025751,0.00005391715,0.0001515169,0.0001880584,0.009910841,0.00003985475],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002075879,0.9959779,0.0001532786,0.000220339,0.0001423138,0.0006515044,0.0004657366,0.000009669052,0.0003034065],"genre_scores_gemma":[0.03670297,0.9590831,0.0008398716,0.000785429,0.0001244258,0.001855279,0.0003397949,0.000009963981,0.0002591967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009100582,"threshold_uncertainty_score":0.04812908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4328052505","doi":"10.54022/shsv4n1-019","title":"Dificuldades vivenciadas por familiares para a reinserção social do idoso com transtorno mental","year":2023,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Health, Nursing, Elderly Care","field":"Health Professions","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":"Psychology; Humanities; Philosophy","authors":[{"name":"Flávia Maria Barros Lavra","is_ca":false},{"name":"Darine Marie Rodrigues da Silva","is_ca":false},{"name":"Waldemar Brandão Neto","is_ca":false},{"name":"Solange ⁠Fátima Geraldo da Costa","is_ca":false},{"name":"Betânia da Mata Ribeiro Gomes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3442990302527783,"gpt":0.5484756007811009,"spread":0.2041765705283226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003470732,0.0003937338,0.0005670332,0.001431977,0.002417548,0.002474349,0.0007464624,0.0006554839,0.005034771],"category_scores_gemma":[0.01081743,0.0003412536,0.0006815062,0.001339471,0.001741011,0.001533641,0.003481452,0.0008445483,0.0002539048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709531,"about_ca_system_score_gemma":0.002668715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683003,"about_ca_topic_score_gemma":0.04370783,"domain_scores_codex":[0.9980856,0.00104305,0.000129644,0.0001486054,0.0003262269,0.0002667751],"domain_scores_gemma":[0.9942867,0.00212032,0.001531549,0.0003594828,0.00101496,0.0006870922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002313573,0.0001844156,0.7650142,0.0005675635,0.0001378886,0.0007347642,0.1782458,0.0001139257,0.001331655,0.0009544282,0.0005325045,0.05195154],"study_design_scores_gemma":[0.000007816599,0.0003236118,0.608039,0.0003096968,0.0001003224,0.0006761788,0.3854082,0.0001647313,0.0003732046,0.0005102688,0.004051193,0.00003580515],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995995,0.000556683,0.0006695373,0.0003308108,0.00001714385,0.00006053136,0.00009059102,0.000008532679,0.002271216],"genre_scores_gemma":[0.9974663,0.0005370965,0.0009027083,0.00005563512,0.000007598007,0.00005438522,0.0000546201,0.000003053745,0.0009185058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01683003,"threshold_uncertainty_score":0.03346413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}