{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"e1d317d07e3c","filters":{"venue":"Revista Baiana de Enfermagem‏"}},"results":[{"id":"W3095097447","doi":"10.18471/rbe.v34.42000","title":"PRÁTICA AVANÇADA DE ENFERMAGEM: O QUE É, O PORQUÊ, COMO &amp; DESAFIOS","year":2020,"lang":"pt","type":"article","venue":"Revista Baiana de Enfermagem‏","topic":"Psychology and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Sociology","authors":[{"name":"Maria Cecília Bueno Jayme Gallani","is_ca":true},{"name":"Clémence Dallaire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1274819209714518,"gpt":0.4112200240470141,"spread":0.2837381030755624,"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":[0.001665012,0.001184348,0.001585892,0.0002951603,0.000645137,0.0002526809,0.001610085,0.00124841,0.01805571],"category_scores_gemma":[0.0005294419,0.001343462,0.000612899,0.00101906,0.0005659019,0.0003241827,0.0004160581,0.002824,0.01798907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007880979,"about_ca_system_score_gemma":0.001083573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004204033,"about_ca_topic_score_gemma":0.0002490967,"domain_scores_codex":[0.9900361,0.002785872,0.001732321,0.00193174,0.0005557179,0.002958228],"domain_scores_gemma":[0.9941684,0.0005545319,0.0006824479,0.001952321,0.0001550251,0.002487278],"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":[0.002301522,0.001815184,0.03118403,0.00475633,0.0009509526,0.003701821,0.0198045,0.00002038438,0.003676414,0.03549732,0.8705383,0.02575326],"study_design_scores_gemma":[0.003690055,0.0006484725,0.05162384,0.0006020119,0.0006016972,0.0008836993,0.001059114,0.0002910653,0.0002354247,0.0003470792,0.93856,0.001457526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4091847,0.03111053,0.02799213,0.06421065,0.004862281,0.006435577,0.002117013,0.001770283,0.4523168],"genre_scores_gemma":[0.9098327,0.00253137,0.001494666,0.04915141,0.001789059,0.0001510012,0.0004423993,0.0002709791,0.03433642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.500648,"threshold_uncertainty_score":0.9994766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2529006768","doi":"10.18471/rbe.v30i3.16348","title":"“SO FAR IT’S BEEN CHOOSING WHICH SIDE EFFECTS I WANT OR I CAN DEAL WITH”: A GROUNDED THEORY OF THE HIV TREATMENT SIDE EFFECTS AMONG PEOPLE LIVING WITH HIV","year":2016,"lang":"en","type":"article","venue":"Revista Baiana de Enfermagem‏","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Grounded theory; Side effect (computer science); Context (archaeology); Great Rift; Human immunodeficiency virus (HIV); Axial coding; Psychology; Qualitative research; Social psychology; Sociology; Medicine; Computer science; Theoretical sampling; Social science; History","authors":[{"name":"Marilou Gagnon","is_ca":true},{"name":"Dave Holmes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0481000794796163,"gpt":0.3865990443436195,"spread":0.3384989648640032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002992994,0.0002977103,0.0005120767,0.00009844943,0.001003343,0.0002488419,0.0004986851,0.00009334508,0.00004153305],"category_scores_gemma":[0.001927872,0.0001408005,0.0001354956,0.0009064295,0.000796667,0.0002324183,0.0001068181,0.0001936212,0.00001550888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921599,"about_ca_system_score_gemma":0.001180612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155962,"about_ca_topic_score_gemma":0.02060541,"domain_scores_codex":[0.9930348,0.00477316,0.0003172141,0.0004692811,0.000659597,0.0007459818],"domain_scores_gemma":[0.9895398,0.009092268,0.0002720555,0.0005511355,0.0002271401,0.0003176241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004761362,0.0008236049,0.1448285,0.002145344,0.001090104,0.0001079065,0.1111884,0.00002864736,0.02080248,0.3851937,0.0006396392,0.3326756],"study_design_scores_gemma":[0.002777681,0.0009236617,0.9423942,0.006225524,0.0006268343,0.00001715158,0.01343111,0.0001088521,0.005262809,0.00397583,0.02324289,0.001013481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956828,0.0004513868,0.07521474,0.009308589,0.00003159592,0.003475072,0.0000718988,0.0001472017,0.01561674],"genre_scores_gemma":[0.9902707,0.0003708719,0.004490256,0.0001244301,0.0001245438,0.0003950082,0.000003268896,0.00004375352,0.004177191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7975657,"threshold_uncertainty_score":0.997266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226403656","doi":"10.18471/rbe.v36.46433","title":"RELAÇÃO DAS PRÁTICAS PARENTAIS COM SOBREPESO E OBESIDADE EM ADOLESCENTES ESCOLARES: ESTUDO DE CASO-CONTROLE","year":2022,"lang":"pt","type":"article","venue":"Revista Baiana de Enfermagem‏","topic":"Healthcare Regulation","field":"Health Professions","cited_by":1,"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":"Humanities; Psychology; Art","authors":[{"name":"Pollyanna Jorge Canuto","is_ca":false},{"name":"Carla Campos Muniz Medeiros","is_ca":true},{"name":"Rodrigo Pinheiro de Tolêdo Vianna","is_ca":false},{"name":"Poliana de Araújo Palmeira","is_ca":false},{"name":"Danielle Franklin de Carvalho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06805239358235109,"gpt":0.4206417882956099,"spread":0.3525893947132588,"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":[0.005833386,0.001042187,0.001696195,0.0006201528,0.004624711,0.0003596595,0.00133198,0.0007683511,0.004456414],"category_scores_gemma":[0.001960614,0.001214996,0.0006051093,0.001445371,0.0001731849,0.0004544227,0.001373292,0.005026848,0.001269432],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006961139,"about_ca_system_score_gemma":0.005165674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697322,"about_ca_topic_score_gemma":0.0009310413,"domain_scores_codex":[0.9795367,0.01124433,0.002728611,0.001586013,0.00159462,0.003309697],"domain_scores_gemma":[0.9926539,0.001629394,0.001382853,0.002326748,0.0003878289,0.001619251],"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":[0.001052315,0.002046986,0.6520286,0.01538478,0.0006616744,0.001920479,0.05201599,0.000902076,0.0008027902,0.009818643,0.2312477,0.03211795],"study_design_scores_gemma":[0.005575342,0.0008153969,0.4111872,0.004181868,0.001081437,0.0003199956,0.04349549,0.02432507,0.00004873106,0.000448197,0.5065069,0.002014447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237225,0.0548541,0.01802767,0.06376821,0.005976839,0.0220457,0.004071445,0.002427184,0.005106341],"genre_scores_gemma":[0.9759942,0.0009665269,0.0004068625,0.006960353,0.001655781,0.0008930272,0.0005173765,0.0003300096,0.01227592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752591,"threshold_uncertainty_score":0.9995082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379467587","doi":"10.18471/rbe.v37.53319","title":"Atuação docente em espaços de incertezas e imprevisibilidade: práticas locais de enfermagem","year":2023,"lang":"pt","type":"article","venue":"Revista Baiana de Enfermagem‏","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Physics","authors":[{"name":"María Carolina Ortiz Whitaker","is_ca":false},{"name":"Hélène Laperrière","is_ca":true},{"name":"Climene Laura de Camargo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1081006480750284,"gpt":0.4501203187156455,"spread":0.3420196706406171,"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":[0.009691635,0.001910598,0.002664901,0.001394241,0.002491797,0.0009665045,0.002459265,0.002886181,0.004399979],"category_scores_gemma":[0.005657693,0.002117405,0.001049592,0.004601539,0.0004669172,0.0009228936,0.001270686,0.00751661,0.0116053],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008244959,"about_ca_system_score_gemma":0.01135851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212506,"about_ca_topic_score_gemma":0.0005747317,"domain_scores_codex":[0.975538,0.008320288,0.00372779,0.002722275,0.00170239,0.007989292],"domain_scores_gemma":[0.9864227,0.003013115,0.001513155,0.004166051,0.0008445376,0.004040406],"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":[0.0006471143,0.0008393428,0.06682125,0.0412865,0.000710859,0.005067773,0.1187909,0.0001898273,0.00201123,0.01546199,0.608082,0.1400912],"study_design_scores_gemma":[0.00647543,0.001325446,0.1625258,0.01851954,0.001891052,0.0004994782,0.03250522,0.03196564,0.0003139672,0.001767969,0.7376442,0.004566334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8773347,0.02673216,0.01859624,0.03025641,0.005704267,0.01546536,0.002187595,0.005755041,0.01796819],"genre_scores_gemma":[0.9378064,0.008532376,0.001002261,0.01169623,0.002975384,0.0005553231,0.0005179931,0.0007895523,0.0361245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355249,"threshold_uncertainty_score":0.9993638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387546364","doi":"10.18471/rbe.v37.52248","title":"Practice Standards for Nurses Providing Pediatric Cancer Care in Atlantic Canadá: tradução e validação em português","year":2023,"lang":"pt","type":"article","venue":"Revista Baiana de Enfermagem‏","topic":"Nursing Diagnosis and Documentation","field":"Nursing","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; Psychology; Art","authors":[{"name":"Fernanda Ribeiro de Araujo Oliveira","is_ca":false},{"name":"Alexandre Pazetto Balsanelli","is_ca":false},{"name":"Aida Maris Peres","is_ca":false},{"name":"Edvane Birelo Lopes De Domenico","is_ca":false},{"name":"Patrícia Luciana Moreira Dias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04173448693007523,"gpt":0.411463987560525,"spread":0.3697295006304497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001773008,0.0006356491,0.0008644554,0.000869085,0.0005038273,0.001013897,0.0004164459,0.000318873,0.0001884315],"category_scores_gemma":[0.00219405,0.0007291767,0.0003340252,0.002090603,0.0000582006,0.0009179291,0.00005490782,0.0005544042,0.00004326412],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213457,"about_ca_system_score_gemma":0.001958042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007468983,"about_ca_topic_score_gemma":0.006111788,"domain_scores_codex":[0.994619,0.0006310926,0.001134152,0.001077263,0.001033375,0.001505195],"domain_scores_gemma":[0.9965195,0.001155587,0.0006709602,0.0006191337,0.000638106,0.0003967297],"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":[0.001783319,0.0005069033,0.1796624,0.02017115,0.0003113415,0.001037095,0.06740713,0.001733483,0.0004254764,0.001845505,0.5238268,0.2012894],"study_design_scores_gemma":[0.007971174,0.001510698,0.08817999,0.0071638,0.005961848,0.00008246742,0.07124874,0.008214944,0.001306228,0.0001830866,0.8049412,0.003235849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142005,0.04763103,0.000544505,0.01346303,0.01034471,0.007965299,0.003541589,0.0006748188,0.001634526],"genre_scores_gemma":[0.9879534,0.005742842,0.0002442424,0.0006800941,0.001898799,0.000614183,0.0007196327,0.0002256689,0.001921088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2811144,"threshold_uncertainty_score":0.9996092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385732030","doi":"10.18471/rbe.v37.49436","title":"Rastreamento da hipersensibilidade metálica pelos profissionais e estudantes de saúde na prática clínico-cirúrgica","year":2023,"lang":"pt","type":"article","venue":"Revista Baiana de Enfermagem‏","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Medicine; Art","authors":[{"name":"Tássia Teles Santana de Macêdo","is_ca":false},{"name":"Itana Lúcia Azevêdo de Jesus","is_ca":false},{"name":"Wilton Nascimento Figueredo","is_ca":false},{"name":"Dzifa Dordunoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05904614147431835,"gpt":0.3653496549488453,"spread":0.3063035134745269,"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":[0.002825856,0.001247791,0.001756058,0.0007800324,0.0007738195,0.000741857,0.001315866,0.0008471785,0.007136095],"category_scores_gemma":[0.001594342,0.001229538,0.0008999217,0.002362724,0.0004368093,0.0002641185,0.0006876761,0.001668435,0.009730466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007426806,"about_ca_system_score_gemma":0.0007094041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003072221,"about_ca_topic_score_gemma":0.00001637593,"domain_scores_codex":[0.9902491,0.002053644,0.001643181,0.00213005,0.0009754389,0.002948586],"domain_scores_gemma":[0.9941437,0.001398647,0.00069463,0.00228765,0.000242357,0.001233065],"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":[0.001863025,0.00324423,0.1248375,0.005587548,0.004117449,0.01435817,0.05023155,0.0002231601,0.1763992,0.05879232,0.4796675,0.08067823],"study_design_scores_gemma":[0.00586029,0.001119646,0.2780997,0.002623851,0.002090989,0.0006106215,0.01798222,0.010185,0.001958401,0.0005887609,0.6752948,0.003585724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991917,0.008716751,0.001831701,0.01108264,0.001316258,0.004513472,0.0006810106,0.002151942,0.07051451],"genre_scores_gemma":[0.9445374,0.001073829,0.0005507654,0.001275502,0.0007887061,0.0002431664,0.000312017,0.000308101,0.05091053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956272,"threshold_uncertainty_score":0.9990155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}