{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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":"689de3bc7d45","filters":{"venue":"Jornal Brasileiro de Psiquiatria"}},"results":[{"id":"W2037900246","doi":"10.1590/s0047-20852009000100005","title":"Prevalência de sintomas de estresse nos estudantes de medicina","year":2009,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Humanities; Philosophy","authors":[{"name":"Sâmia Mustafa Aguiar","is_ca":false},{"name":"Anya Pimentel Gomes Fernandes Vieira","is_ca":true},{"name":"Karine Magalhães Fernandes Vieira","is_ca":false},{"name":"Sabrine Mustafa Aguiar","is_ca":false},{"name":"Joana Oliveira Nóbrega","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04871058152534923,"gpt":0.4241187105248743,"spread":0.3754081289995251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00748531,0.001205533,0.001778643,0.0006136512,0.002346106,0.0001472304,0.001481241,0.002478421,0.002163432],"category_scores_gemma":[0.005390174,0.001099059,0.0007319329,0.0009968347,0.0002600541,0.0004289396,0.0003936451,0.005515866,0.0006027028],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323308,"about_ca_system_score_gemma":0.01443019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877672,"about_ca_topic_score_gemma":0.001458783,"domain_scores_codex":[0.9841765,0.00531266,0.002773054,0.001337194,0.001483247,0.004917358],"domain_scores_gemma":[0.9891962,0.004103202,0.001549721,0.001314894,0.0005622316,0.003273687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001904418,0.001640445,0.8255264,0.002910529,0.00025807,0.001279025,0.02048025,0.00006889045,0.005129499,0.002762567,0.1046961,0.03334382],"study_design_scores_gemma":[0.004815435,0.001583348,0.9513146,0.01475495,0.0006743285,0.0003505241,0.005550683,0.00387452,0.001114962,0.008959912,0.005700917,0.001305796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021552,0.0236931,0.004221179,0.06165683,0.002614795,0.00259892,0.0003316304,0.0005741278,0.002154239],"genre_scores_gemma":[0.954246,0.00722549,0.005044255,0.0184846,0.007432607,0.0001791599,0.00006325713,0.0001984479,0.007126153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257883,"threshold_uncertainty_score":0.999146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252765466","doi":"10.1590/0047-2085000000067","title":"Prevalência de sintomas depressivos e fatores associados em idosos no norte de Minas Gerais: um estudo de base populacional","year":2015,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"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":"Gizele Carmem Fagundes Ramos","is_ca":false},{"name":"Jair Almeida Carneiro","is_ca":false},{"name":"Ana Teresa Fernandes Barbosa","is_ca":false},{"name":"José Márcio Girardi de Mendonça","is_ca":false},{"name":"Antônio Prates Caldeira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03826578056195803,"gpt":0.3190289542589327,"spread":0.2807631736969747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004421875,0.001548629,0.001923961,0.0006497044,0.0005334179,0.0004454544,0.001487149,0.001750484,0.001009232],"category_scores_gemma":[0.01345543,0.001627489,0.00114925,0.0008863754,0.0003493481,0.0006452455,0.0005878715,0.002708529,0.001630021],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006313653,"about_ca_system_score_gemma":0.007320825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911898,"about_ca_topic_score_gemma":0.001906725,"domain_scores_codex":[0.9879369,0.001895807,0.002111032,0.001657611,0.002673098,0.003725532],"domain_scores_gemma":[0.9902247,0.001455675,0.001351496,0.001658356,0.001255193,0.004054621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002661414,0.001441125,0.7724742,0.0007829614,0.001047306,0.002939633,0.008821764,0.0003224904,0.0103875,0.0001037077,0.1974498,0.001568115],"study_design_scores_gemma":[0.01790338,0.002188687,0.9371109,0.002188958,0.003460897,0.003037134,0.002350867,0.01418837,0.008386505,0.0008055729,0.006132217,0.002246504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798523,0.006483068,0.002960429,0.003780782,0.002508787,0.002120826,0.000598394,0.0005256771,0.00116979],"genre_scores_gemma":[0.961978,0.0002088045,0.01158529,0.004037379,0.008354004,0.0002794186,0.000205612,0.0004231659,0.01292831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1913176,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980071211","doi":"10.1590/s0047-20852008000200003","title":"Estudo de validade da escala de sobrecarga de familiares cuidadores de pacientes psiquiátricos","year":2008,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Humanities; Philosophy","authors":[{"name":"Marina Bandeira","is_ca":true},{"name":"Maria Gláucia Pires Calzavara","is_ca":false},{"name":"Ildevane Castro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04939265014480387,"gpt":0.3303056322623928,"spread":0.2809129821175889,"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":[0.004267235,0.001735187,0.001784081,0.001105304,0.001416774,0.0005855716,0.002832714,0.002057095,0.0009354801],"category_scores_gemma":[0.002174211,0.001927099,0.001436195,0.001666266,0.001236367,0.0004789835,0.0007513236,0.002965469,0.0008542956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004965169,"about_ca_system_score_gemma":0.002739557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004583011,"about_ca_topic_score_gemma":0.0003597043,"domain_scores_codex":[0.9852995,0.003907389,0.00198011,0.002119668,0.001519181,0.005174126],"domain_scores_gemma":[0.9916197,0.002855055,0.001047249,0.002093513,0.0003182447,0.002066213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157747,0.001692503,0.8072889,0.000361868,0.0007197341,0.002980152,0.02002572,0.001001212,0.03241957,0.0007673294,0.1299424,0.001642868],"study_design_scores_gemma":[0.006444934,0.00126502,0.942592,0.0006334471,0.0009936445,0.007425352,0.008953758,0.002370429,0.01977842,0.001497365,0.005655576,0.00239006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706873,0.006624753,0.01180861,0.001265931,0.003128197,0.001320638,0.0004546487,0.0006600324,0.004049915],"genre_scores_gemma":[0.9778519,0.001646313,0.006315975,0.004689347,0.002627474,0.0003492603,0.00007364675,0.0005029258,0.005943181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353031,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008236070","doi":"10.1590/s0047-20852008000400006","title":"Sintomatologia depressiva em adolescentes iniciais: estudo de base populacional","year":2008,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Psychology; Medicine; Philosophy","authors":[{"name":"Luciano Dias de Mattos Souza","is_ca":false},{"name":"Rodrigo Sinnott Silva","is_ca":false},{"name":"Russélia Vanila Godoy","is_ca":false},{"name":"Ana Laura Sica Cruzeiro","is_ca":false},{"name":"Augusto Duarte Faria","is_ca":false},{"name":"Ricardo Tavares Pinheiro","is_ca":false},{"name":"Bernardo Lessa Horta","is_ca":true},{"name":"Ricardo Azevedo da Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04247055037539009,"gpt":0.3084532227713166,"spread":0.2659826723959265,"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":[0.0008647151,0.0009383466,0.001054434,0.0004155651,0.001074528,0.0001455004,0.0009395966,0.0009310632,0.002202364],"category_scores_gemma":[0.0003595674,0.0009347424,0.0008989632,0.0006956551,0.0003120051,0.0002275637,0.0002792467,0.001497667,0.001743753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005633337,"about_ca_system_score_gemma":0.001038655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139971,"about_ca_topic_score_gemma":0.0001578202,"domain_scores_codex":[0.9935791,0.0008429592,0.001503882,0.001273015,0.0009339575,0.001867074],"domain_scores_gemma":[0.9971174,0.0003293487,0.0006842101,0.0006552277,0.0002214554,0.0009923404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273169,0.002311279,0.8563126,0.0002436917,0.0004308558,0.001193706,0.004002556,0.00003794275,0.0003411016,0.002229635,0.1301272,0.001496284],"study_design_scores_gemma":[0.004233595,0.0002327398,0.9839183,0.0009784086,0.0001926169,0.00220519,0.0009188374,0.0001223321,0.0002174427,0.001045153,0.004876991,0.001058414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822316,0.005137447,0.001235032,0.00390193,0.00437996,0.0006741899,0.0002436932,0.000302668,0.001893458],"genre_scores_gemma":[0.9838044,0.001246581,0.001119494,0.004848075,0.003419083,0.0000362156,0.0001305143,0.0001219468,0.00527366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276057,"threshold_uncertainty_score":0.9993103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988630837","doi":"10.1590/s0047-20852012000300002","title":"Escala de Satisfação dos Pacientes com os Serviços de Saúde Mental (SATIS-BR): estudo de validação","year":2012,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Marina Bandeira","is_ca":true},{"name":"Mônia Aparecida da Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08162357372895213,"gpt":0.4121962171433661,"spread":0.3305726434144139,"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":[0.006417141,0.001322186,0.001504777,0.0007478784,0.003109209,0.0001755825,0.001112472,0.002112673,0.006043856],"category_scores_gemma":[0.001867122,0.001451722,0.0007633304,0.001221217,0.0002949176,0.001059053,0.0007468176,0.004438683,0.002064753],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008019967,"about_ca_system_score_gemma":0.004093838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007349723,"about_ca_topic_score_gemma":0.001382738,"domain_scores_codex":[0.9809601,0.007311168,0.002924049,0.001210684,0.001696658,0.005897375],"domain_scores_gemma":[0.9884925,0.003700814,0.001954986,0.001517023,0.000379508,0.003955183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006794598,0.000453895,0.9131516,0.001673686,0.0002996513,0.00004880482,0.03236513,0.00007340838,0.003041086,0.0009722802,0.04512998,0.002111075],"study_design_scores_gemma":[0.004580674,0.0005542007,0.9747612,0.001378405,0.0005208733,0.0003956137,0.007770159,0.003379688,0.001622407,0.0006730497,0.003068523,0.001295208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690757,0.003080252,0.007448917,0.007115828,0.006696917,0.00374486,0.001470032,0.0005275272,0.0008399247],"genre_scores_gemma":[0.9798335,0.0009364616,0.006136582,0.006528962,0.003214607,0.000661785,0.000204711,0.0003600116,0.002123313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06160966,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105536225","doi":"10.1590/s0047-20852012000200002","title":"Satisfação dos pacientes com os serviços de saúde mental: a percepção de mudanças como preditora","year":2012,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Psychology; Medicine; Gynecology","authors":[{"name":"Mônia Aparecida da Silva","is_ca":false},{"name":"Marina Bandeira","is_ca":true},{"name":"João Domingos Scalon","is_ca":false},{"name":"Maria Amélia Cesari Quaglia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07985915755300689,"gpt":0.4133566023866414,"spread":0.3334974448336345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004643409,0.001187075,0.00136066,0.0006630307,0.002942698,0.0001464583,0.001038981,0.002041083,0.007661986],"category_scores_gemma":[0.001453863,0.001284589,0.0006723654,0.00104635,0.0002928734,0.001170851,0.000697487,0.004340497,0.00255918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00629171,"about_ca_system_score_gemma":0.003114641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006138178,"about_ca_topic_score_gemma":0.001200599,"domain_scores_codex":[0.983646,0.006001044,0.002658168,0.001107451,0.001673812,0.004913551],"domain_scores_gemma":[0.9898819,0.002909273,0.001755603,0.001528661,0.0004341266,0.003490417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006402947,0.0003616787,0.8020545,0.001875491,0.0001965926,0.00002754299,0.03810252,0.00003491417,0.001699847,0.0002984648,0.1537995,0.000908612],"study_design_scores_gemma":[0.004091114,0.0005637591,0.9659765,0.001611069,0.0004131265,0.0002478352,0.01059241,0.003334154,0.0004865102,0.0002604977,0.01128341,0.001139635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599261,0.003022639,0.002762348,0.007660424,0.01916523,0.004045425,0.002068648,0.0005864552,0.0007627752],"genre_scores_gemma":[0.9782816,0.0009273032,0.002593762,0.005293819,0.009448384,0.0006559769,0.0002721,0.0003354689,0.00219161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163922,"threshold_uncertainty_score":0.9992545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141762923","doi":"10.1590/s0047-20852010000400004","title":"Ideação suicida na adolescência: prevalência e fatores associados","year":2010,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Medicine; Humanities; Psychiatry; Philosophy","authors":[{"name":"Luciano Dias de Mattos Souza","is_ca":false},{"name":"Liliane da Costa Ores","is_ca":false},{"name":"Gabriela Teixeira de Oliveira","is_ca":false},{"name":"Ana Laura Sica Cruzeiro","is_ca":false},{"name":"Ricardo Azevedo da Silva","is_ca":false},{"name":"Ricardo Tavares Pinheiro","is_ca":false},{"name":"Bernardo Lessa Horta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03109595087814942,"gpt":0.3363021101637089,"spread":0.3052061592855595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002944579,0.00143631,0.00189761,0.000649747,0.001018598,0.0003955474,0.001737215,0.00209932,0.006694485],"category_scores_gemma":[0.001655346,0.001453164,0.001378995,0.001072794,0.0004721301,0.0004018163,0.0005843311,0.004436905,0.005170731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004493342,"about_ca_system_score_gemma":0.0007449008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511769,"about_ca_topic_score_gemma":0.003291446,"domain_scores_codex":[0.990874,0.001158709,0.001999574,0.001799731,0.001342075,0.002825937],"domain_scores_gemma":[0.9936579,0.001767297,0.001309802,0.001691901,0.0005608372,0.001012241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009980486,0.0008718755,0.8591958,0.0002234957,0.001573223,0.000470029,0.005789696,0.00000498738,0.01456942,0.002499709,0.1108828,0.002920962],"study_design_scores_gemma":[0.004996232,0.0006161512,0.9744653,0.0000701221,0.001328011,0.0002942127,0.002441557,0.0001066918,0.001890669,0.00136134,0.01067894,0.001750838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697095,0.006336333,0.000329879,0.002235165,0.008960119,0.001373447,0.0004175724,0.0005031584,0.01013481],"genre_scores_gemma":[0.9761537,0.0004152381,0.000575078,0.003273986,0.005833688,0.000160913,0.00004577087,0.0003006181,0.01324096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152694,"threshold_uncertainty_score":0.9998387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068695174","doi":"10.1590/s0047-20852007000100010","title":"Avaliação da ocorrência de transtornos mentais comuns em usuários do Programa de Saúde da Família","year":2007,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Psychology; Humanities; Medicine; Gynecology; Art","authors":[{"name":"Marina Bandeira","is_ca":true},{"name":"Lucas Cordeiro Freitas","is_ca":false},{"name":"João Gualberto Teixeira de Carvalho Filho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06828945686267855,"gpt":0.4181781218184332,"spread":0.3498886649557546,"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":[0.01374576,0.001852975,0.002364482,0.001139196,0.003383718,0.0008977398,0.002162794,0.004084278,0.003206119],"category_scores_gemma":[0.001612374,0.002042155,0.001343623,0.002078109,0.0004779143,0.0007281906,0.0003084005,0.00830349,0.001454126],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0109944,"about_ca_system_score_gemma":0.0105638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850255,"about_ca_topic_score_gemma":0.005793134,"domain_scores_codex":[0.9780063,0.005049059,0.004503064,0.002166174,0.002217791,0.008057616],"domain_scores_gemma":[0.9865493,0.003305299,0.002189426,0.002318969,0.000667226,0.004969771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003593164,0.001945995,0.6947103,0.003537128,0.0005258609,0.001155781,0.1129402,0.000046441,0.004186204,0.002275479,0.1109534,0.06413012],"study_design_scores_gemma":[0.01631909,0.003879842,0.7439768,0.005177489,0.001995127,0.0007914942,0.06360723,0.0008684412,0.0011833,0.001446277,0.1569054,0.0038495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506419,0.003741946,0.0187204,0.007007983,0.007418045,0.007754541,0.0008926864,0.0009065616,0.002915934],"genre_scores_gemma":[0.9710361,0.0004016766,0.007813061,0.01061657,0.005019284,0.0003667013,0.0002193037,0.0006363747,0.003890917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06028062,"threshold_uncertainty_score":0.9994215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087567674","doi":"10.1590/s0047-20852011000400009","title":"Satisfação de familiares de pacientes psiquiátricos com os serviços de saúde mental e seus fatores associados","year":2011,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Psychology; Medicine","authors":[{"name":"Marina Bandeira","is_ca":true},{"name":"Mônia Aparecida da Silva","is_ca":true},{"name":"Cleucimara Aparecida Camilo","is_ca":false},{"name":"Cynthia Mara Felício","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1126056311093741,"gpt":0.3945492477496182,"spread":0.281943616640244,"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":[0.004541703,0.001370437,0.001627385,0.0009561761,0.003034159,0.0001429724,0.00146084,0.002496457,0.003922055],"category_scores_gemma":[0.002586607,0.001493689,0.0008559345,0.00135433,0.0003477224,0.0007480076,0.0007425323,0.003732254,0.001139443],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009852783,"about_ca_system_score_gemma":0.00604436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201599,"about_ca_topic_score_gemma":0.004294011,"domain_scores_codex":[0.9818947,0.007129988,0.002979502,0.001511173,0.001633962,0.004850668],"domain_scores_gemma":[0.9898617,0.002956771,0.002360024,0.001443074,0.0006117845,0.002766621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141311,0.0004348434,0.9011111,0.001374505,0.0003937481,0.0001663313,0.04440973,0.00002540265,0.002173498,0.0008038953,0.04633126,0.001634357],"study_design_scores_gemma":[0.004297361,0.0009127657,0.9708385,0.001236268,0.0004674703,0.0001811275,0.01189337,0.003430244,0.001981003,0.002296119,0.001154447,0.001311337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776199,0.002150223,0.004310712,0.003247606,0.004360783,0.003907129,0.002559942,0.0006818838,0.001161772],"genre_scores_gemma":[0.9829224,0.001542414,0.004906742,0.006054881,0.001444533,0.0006416905,0.0001700903,0.0003488688,0.001968394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06972737,"threshold_uncertainty_score":0.9999046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041290294","doi":"10.1590/s0047-20852006000300006","title":"Alcoolismo feminino: um estudo de suas peculiaridades. Resultados preliminares","year":2006,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Humanities; Physics; Art","authors":[{"name":"Beatriz Aceti Lenz Cesar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0271720363601794,"gpt":0.3172031743844326,"spread":0.2900311380242532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003171578,0.0009154948,0.001020771,0.000376191,0.001707952,0.0008737548,0.001873206,0.001179461,0.0006081448],"category_scores_gemma":[0.001374349,0.000956099,0.0007926197,0.001391004,0.0008989127,0.0006769943,0.0003455542,0.001340626,0.0006724387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051403,"about_ca_system_score_gemma":0.002237672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325965,"about_ca_topic_score_gemma":0.004590217,"domain_scores_codex":[0.9915611,0.001170582,0.001490497,0.001368929,0.001669457,0.002739469],"domain_scores_gemma":[0.9956643,0.001142184,0.0009509252,0.0008926927,0.0003853461,0.0009645766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001461384,0.001376399,0.6651645,0.00033243,0.0002559842,0.0006080194,0.05255994,0.0005783431,0.002873007,0.0143912,0.254475,0.005923777],"study_design_scores_gemma":[0.004400972,0.0009377513,0.9098147,0.0008618747,0.0010122,0.0001102017,0.02706208,0.001503818,0.002910136,0.00476156,0.0440444,0.00258036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609286,0.005106153,0.0006666039,0.004061855,0.002390952,0.001083383,0.0003223021,0.0004100889,0.02503002],"genre_scores_gemma":[0.9645884,0.001540585,0.0007245489,0.0007329826,0.006618646,0.00006425635,0.00004526082,0.0001222136,0.02556309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446502,"threshold_uncertainty_score":0.9995917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095241100","doi":"10.1590/s0047-20852013000200004","title":"Fatores de risco cardiovascular em alcoolistas em tratamento","year":2013,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Medicine; Gynecology","authors":[{"name":"Mayla Cardoso Fernandes Toffolo","is_ca":false},{"name":"Cláudia Aparecida Marlière","is_ca":true},{"name":"Aline Silva de Aguiar Nemer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06708390698295612,"gpt":0.3491814350369076,"spread":0.2820975280539514,"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":[0.002587436,0.0008718477,0.001671192,0.0004909276,0.0005163532,0.0004803396,0.000578528,0.0008899504,0.005004804],"category_scores_gemma":[0.0008243111,0.0008333293,0.00163671,0.00060286,0.0001676107,0.0004584645,0.0001798074,0.001619427,0.00594262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377897,"about_ca_system_score_gemma":0.001621497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714197,"about_ca_topic_score_gemma":0.0002709393,"domain_scores_codex":[0.9928724,0.001175882,0.001353028,0.001048697,0.001379098,0.002170932],"domain_scores_gemma":[0.9948885,0.0005441295,0.0004785525,0.001448627,0.0003720768,0.002268113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001663317,0.001052077,0.5340509,0.00419042,0.005195823,0.001214582,0.01006394,0.0002048695,0.004045562,0.0007529173,0.414024,0.02354158],"study_design_scores_gemma":[0.008691287,0.0009037874,0.9441042,0.0007816553,0.002711432,0.000626683,0.002908422,0.001836772,0.0009335151,0.0001582732,0.03530051,0.001043478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569397,0.03256423,0.002980626,0.001631517,0.001685506,0.002840994,0.0001032402,0.0002867953,0.0009673623],"genre_scores_gemma":[0.980001,0.002273202,0.0009871791,0.006080026,0.004016905,0.0003159643,0.00007933204,0.0001980997,0.006048294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100533,"threshold_uncertainty_score":0.9994118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519278465","doi":"10.1590/s0047-20852011000300006","title":"Prevalência da alexitimia na anorexia nervosa e sua associação com variáveis clínicas e sociodemográficas","year":2011,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Anorexia nervosa; Medicine; Eating disorders; Psychiatry","authors":[{"name":"Sandra Torres","is_ca":false},{"name":"Marina Prista Guerra","is_ca":false},{"name":"Leonor Lencastre","is_ca":false},{"name":"Filipa Mucha Vieira","is_ca":false},{"name":"António Roma‐Torres","is_ca":false},{"name":"Isabel Brandão","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07115181480420225,"gpt":0.3176669594671822,"spread":0.2465151446629799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001657077,0.001533826,0.002235079,0.0004673065,0.000710898,0.0002631011,0.001225332,0.001479215,0.008314699],"category_scores_gemma":[0.0005549623,0.001439613,0.001603745,0.0009521449,0.000510721,0.0004884168,0.0003603747,0.001641078,0.003248231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078317,"about_ca_system_score_gemma":0.001278035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237719,"about_ca_topic_score_gemma":0.000124802,"domain_scores_codex":[0.991337,0.0009439509,0.002167189,0.001619194,0.001456293,0.002476358],"domain_scores_gemma":[0.9939271,0.0006975188,0.001496114,0.001910385,0.0003637408,0.00160511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002757997,0.006382596,0.8835256,0.0008479111,0.005033877,0.001165253,0.0134837,0.000004452711,0.0007904213,0.002154007,0.07884918,0.005005049],"study_design_scores_gemma":[0.01924197,0.002661473,0.9518677,0.002151802,0.005114736,0.0005505208,0.002658094,0.002554697,0.0004107417,0.008150774,0.002470729,0.002166794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433054,0.007179735,0.002770206,0.001554768,0.00357894,0.002897439,0.0006445009,0.0005425947,0.03752644],"genre_scores_gemma":[0.9743384,0.001131814,0.003487286,0.002555927,0.001301052,0.0001528344,0.0002743807,0.0003611893,0.01639708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07637845,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613127886","doi":"10.1590/0047-2085000000144","title":"Validação da Recovery Assessment Scale (RAS) no Brasil para avaliar a capacidade de superação das pessoas com esquizofrenia","year":2017,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Positive and Negative Syndrome Scale; Psychology; Psychiatry; Psychosis","authors":[{"name":"Tiago Ribeiro da Silva","is_ca":false},{"name":"Arthur de Almeida Berberian","is_ca":false},{"name":"Ary Gadelha","is_ca":false},{"name":"Cecília Cruz Villares","is_ca":false},{"name":"Larissa Campagna Martini","is_ca":false},{"name":"Rodrigo A. Bressan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2144570876107769,"gpt":0.4621013198438559,"spread":0.247644232233079,"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":[0.007454092,0.001653556,0.002257155,0.0005337443,0.008192303,0.0009062823,0.002810144,0.002025116,0.00514522],"category_scores_gemma":[0.0005794753,0.001687026,0.001102755,0.0003502366,0.0005196456,0.001242976,0.001291271,0.004693724,0.004170189],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004723886,"about_ca_system_score_gemma":0.005614267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008693436,"about_ca_topic_score_gemma":0.00255665,"domain_scores_codex":[0.9828164,0.004375457,0.003740549,0.002028385,0.0021918,0.004847434],"domain_scores_gemma":[0.9868026,0.001899127,0.003349522,0.003804895,0.0005764072,0.003567472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002413273,0.001697278,0.9006857,0.005092717,0.0003830173,0.0002251958,0.005688194,0.00004305048,0.002319922,0.0009879383,0.07779367,0.002670101],"study_design_scores_gemma":[0.01918654,0.004974416,0.908885,0.009883617,0.001430472,0.000148342,0.006193446,0.005921637,0.001994441,0.003761231,0.03390015,0.003720731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566231,0.001224143,0.002842428,0.006499751,0.01416058,0.005033768,0.002491111,0.0002957395,0.01082942],"genre_scores_gemma":[0.9435797,0.002060554,0.005861995,0.009138355,0.005058009,0.0007159503,0.0009882158,0.0003820794,0.03221514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04389352,"threshold_uncertainty_score":0.9996212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977365818","doi":"10.1590/0047-2085000000032","title":"O insight no transtorno bipolar: uma revisão sistemática","year":2014,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Mania; Bipolar disorder; Psychology; Schizophrenia (object-oriented programming); Psychiatry; Clinical psychology; Humanities; Mood; Philosophy","authors":[{"name":"Rafael de Assis da Silva","is_ca":true},{"name":"Daniel C. Mograbi","is_ca":false},{"name":"J. Landeira-Fernández","is_ca":false},{"name":"Elie Cheniaux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01811177241762793,"gpt":0.2703977379892601,"spread":0.2522859655716321,"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":[0.001300045,0.001056282,0.001620297,0.0004524027,0.0004745935,0.0001883499,0.0005761358,0.0008779619,0.002806111],"category_scores_gemma":[0.0006486052,0.0009382765,0.001201715,0.0006914109,0.0002448792,0.0002713221,0.0001170845,0.001314631,0.005218036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006463976,"about_ca_system_score_gemma":0.0006403185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317226,"about_ca_topic_score_gemma":0.0003454647,"domain_scores_codex":[0.9939267,0.0008329227,0.001442396,0.001186528,0.001050799,0.001560672],"domain_scores_gemma":[0.9958557,0.0005895031,0.0004709964,0.001422009,0.0003313663,0.001330456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00256649,0.003021154,0.9007642,0.00290398,0.002255983,0.0001733685,0.002931561,0.000009926332,0.007403351,0.003406798,0.02086654,0.05369661],"study_design_scores_gemma":[0.01001875,0.002762872,0.4778284,0.001051371,0.003510376,0.0003523405,0.0001101815,0.001095695,0.001081554,0.0001206955,0.5009727,0.001095108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3890889,0.468179,0.01355297,0.01187852,0.01039335,0.005948272,0.0006188141,0.001206263,0.09913389],"genre_scores_gemma":[0.9731854,0.00594537,0.001218036,0.001657768,0.00408152,0.00006963735,0.0001309329,0.0002505983,0.01346078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5840965,"threshold_uncertainty_score":0.9993068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001879908","doi":"10.1590/s0047-20852011000400017","title":"Escolha de alimentos durante a abstinência alcoólica: influência na fissura e no peso corporal","year":2011,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Medicine; Animal science; Biology","authors":[{"name":"Mayla Cardoso Fernandes Toffolo","is_ca":false},{"name":"Izabelle de Sousa Pereira","is_ca":false},{"name":"Karine Aparecida Louvera Silva","is_ca":false},{"name":"Cláudia Aparecida Marlière","is_ca":true},{"name":"Aline Silva de Aguiar Nemer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05677138584795322,"gpt":0.3149582426099689,"spread":0.2581868567620157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001724259,0.001229801,0.001361498,0.0005360374,0.0005970817,0.0002379768,0.001416072,0.001382892,0.01449714],"category_scores_gemma":[0.0003274751,0.001289208,0.0009946392,0.0008817327,0.0004101656,0.00032755,0.0003205435,0.001834779,0.005404315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943841,"about_ca_system_score_gemma":0.0007372761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005173372,"about_ca_topic_score_gemma":0.0007676623,"domain_scores_codex":[0.9922453,0.0009290507,0.001938093,0.001482452,0.0008327139,0.002572421],"domain_scores_gemma":[0.9953022,0.0003747873,0.001458904,0.001402755,0.0003966754,0.001064672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002473712,0.002508475,0.9056944,0.0001907463,0.0005982434,0.00102423,0.009546945,0.000007697246,0.01150575,0.0009630523,0.0637551,0.001731704],"study_design_scores_gemma":[0.00673056,0.002411742,0.979265,0.0003383412,0.001409649,0.0005653274,0.001396681,0.0003353021,0.001140328,0.0006266061,0.003971627,0.001808836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781618,0.00144701,0.0005970221,0.0002481747,0.002433024,0.001344834,0.0002940126,0.0003699342,0.0151042],"genre_scores_gemma":[0.9765052,0.0001275599,0.002966529,0.002068395,0.001380512,0.0001795846,0.00007701978,0.0002840313,0.01641117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07357065,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382311272","doi":"10.1590/0047-2085000000405","title":"Prática e incentivo paterno a dietas podem predizer comportamentos de risco relacionados a transtornos alimentares? Uma revisão sistemática","year":2023,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; SciELO; Humanities; Gynecology; Philosophy; Medicine; MEDLINE; Political science","authors":[{"name":"Karin Louise Lenz Dunker","is_ca":false},{"name":"Laís Lopes Portella","is_ca":false},{"name":"Lívia Kalil Haddad","is_ca":false},{"name":"F. G. Nóbrega","is_ca":false},{"name":"F. Latorre","is_ca":false},{"name":"Melissa Pascoal","is_ca":false},{"name":"Ruth Bartelli Grigolon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04137713150577363,"gpt":0.3444736737613641,"spread":0.3030965422555905,"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":[0.002272442,0.001173612,0.001445199,0.0006083347,0.0007072219,0.0003611251,0.001196064,0.001084645,0.004568642],"category_scores_gemma":[0.0002054815,0.001207033,0.001218001,0.001281302,0.0003837547,0.0002882332,0.0002938292,0.001665891,0.002221511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856009,"about_ca_system_score_gemma":0.0005415698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034686,"about_ca_topic_score_gemma":0.0003397237,"domain_scores_codex":[0.9903741,0.001680938,0.002293541,0.00176219,0.00124219,0.002647054],"domain_scores_gemma":[0.9955974,0.0007506604,0.001043039,0.001402419,0.0001777391,0.001028795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001892599,0.002503153,0.8615443,0.0006904654,0.001105391,0.001244436,0.009017956,0.00005298205,0.005600223,0.0003668608,0.1138114,0.00217028],"study_design_scores_gemma":[0.01133087,0.003246004,0.9479797,0.002472834,0.004287049,0.000385029,0.005526229,0.001703496,0.0006846174,0.0006173524,0.01905869,0.002708098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846764,0.003600476,0.0005180653,0.003907269,0.002098989,0.002413591,0.0008305023,0.0006229068,0.00133186],"genre_scores_gemma":[0.9819557,0.00123959,0.0006139303,0.001402314,0.0009456885,0.00043606,0.0004276686,0.0003104346,0.01266861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09475274,"threshold_uncertainty_score":0.999038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215466456","doi":"10.1590/0047-2085000000340","title":"Adding science to the art of suicide prevention","year":2021,"lang":"en","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Psychiatry; Medicine","authors":[{"name":"Lauro Estivalete Marchionatti","is_ca":false},{"name":"Ives Cavalcante Passos","is_ca":true},{"name":"Flávio Kapczinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0529800013740561,"gpt":0.3719017762564193,"spread":0.3189217748823632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00122631,0.0001371965,0.0002433931,0.0001527759,0.0002600369,0.00005043357,0.000406069,0.00006297817,0.001095393],"category_scores_gemma":[0.0006129958,0.0001061398,0.0001693102,0.0009839481,0.0001335148,0.0001082645,0.0001854508,0.0001965906,0.000481874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007891903,"about_ca_system_score_gemma":0.0002367849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008640535,"about_ca_topic_score_gemma":0.0002242675,"domain_scores_codex":[0.9982378,0.000171316,0.0003817292,0.0003682958,0.0003859728,0.0004548812],"domain_scores_gemma":[0.9987084,0.0003263147,0.0001503244,0.0004668768,0.0002288161,0.000119282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005917683,0.0005164648,0.6698694,0.00005314048,0.0004743157,0.0001824762,0.01053364,0.0001608638,0.1365422,0.02913385,0.139798,0.01214388],"study_design_scores_gemma":[0.0008056692,0.0002295664,0.9549344,0.0000321181,0.0001289802,0.0001341465,0.003168916,0.00002175381,0.02610119,0.001217132,0.01297662,0.0002495404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969797,0.001092134,0.001531893,0.002192163,0.001039587,0.0002426707,0.000014194,0.00004400653,0.02404634],"genre_scores_gemma":[0.9914227,0.00003245871,0.001579814,0.0009743993,0.000403363,0.0000366624,0.000003744371,0.00001637339,0.005530511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285065,"threshold_uncertainty_score":0.9998177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}