{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"a8590794e51c","filters":{"venue":"Revista Brasileira de Educação Médica"}},"results":[{"id":"W2737311330","doi":"10.1590/1981-5271v25.2-007","title":"Caminhos para Aproximar a Formação de Profissionais de Saúde das Necessidade da Atenção Básica","year":2001,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Francisco Eduardo de Campos","is_ca":false},{"name":"José Roberto Ferreira","is_ca":false},{"name":"Laura Camargo Macruz Feuerwerker","is_ca":true},{"name":"Roseni Rosângela de Sena","is_ca":false},{"name":"João José Batista de Campos","is_ca":false},{"name":"Hésio Cordeiro","is_ca":false},{"name":"Luís Cordoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08102812034633423,"gpt":0.430957391575995,"spread":0.3499292712296608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008628423,0.0006938736,0.0004270247,0.001747998,0.005355464,0.00884251,0.001977183,0.002642199,0.02329002],"category_scores_gemma":[0.01428963,0.0004414164,0.0006566578,0.002655144,0.004978968,0.007418068,0.007087923,0.003537814,0.003776951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006414151,"about_ca_system_score_gemma":0.01237562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008607837,"about_ca_topic_score_gemma":0.0156348,"domain_scores_codex":[0.9922385,0.004332859,0.0003269567,0.0006347321,0.001751704,0.0007153176],"domain_scores_gemma":[0.9911045,0.003721407,0.0007606677,0.001079532,0.002183117,0.001150655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039929,0.0002917408,0.007256178,0.001219745,0.00002901278,0.000484495,0.06515475,0.001459281,0.003869554,0.495694,0.02780855,0.3966289],"study_design_scores_gemma":[0.00003757462,0.0002428726,0.007836274,0.00149009,0.00005570168,0.0004981132,0.04823805,0.003212809,0.003308605,0.1177664,0.8172508,0.00006276819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1343331,0.01199096,0.1373536,0.0866759,0.002154135,0.0009421745,0.000313656,0.001402169,0.6248344],"genre_scores_gemma":[0.8212203,0.006682989,0.07442814,0.002938431,0.000415958,0.0004816517,0.0001587942,0.0002197984,0.093454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02329002,"threshold_uncertainty_score":0.07791287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750321578","doi":"10.1590/1981-52712015v41n2esp","title":"Inteligência Artificial e Medicina","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":57,"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":"Humanities; Watson; Physics; Computer science; Philosophy; Artificial intelligence","authors":[{"name":"Luiz Carlos Lobo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1948662599793782,"gpt":0.4522106799113901,"spread":0.2573444199320118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565767,0.0008997297,0.0008920099,0.001591959,0.0007499952,0.006366233,0.00100793,0.002018649,0.01004938],"category_scores_gemma":[0.007140017,0.0003075123,0.0008978436,0.001663174,0.003717039,0.003260746,0.002135021,0.002085031,0.002642803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312678,"about_ca_system_score_gemma":0.001412986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130952,"about_ca_topic_score_gemma":0.001082964,"domain_scores_codex":[0.9982952,0.0005584896,0.0001468526,0.0003558742,0.0005595676,0.00008395094],"domain_scores_gemma":[0.9957929,0.002705449,0.0003333372,0.0004207195,0.00060229,0.0001452702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001479934,0.0001609812,0.006017695,0.003321897,0.0002205152,0.0008504636,0.001365533,0.02905299,0.006355919,0.4294604,0.03774718,0.4852983],"study_design_scores_gemma":[0.00003835603,0.0001687842,0.005452301,0.001464147,0.0001177065,0.001458393,0.0006901211,0.04963769,0.00269426,0.5834474,0.3547221,0.0001088843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04259182,0.1378359,0.4563469,0.04222263,0.004957606,0.0003649248,0.001580379,0.002824729,0.3112751],"genre_scores_gemma":[0.6582018,0.09716844,0.1591693,0.00799651,0.004562614,0.0006117841,0.002304318,0.0004137494,0.06957151],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01004938,"threshold_uncertainty_score":0.03361851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322476245","doi":"10.1590/1981-52712015v39n4e03072014","title":"Estresse na Formação Médica: como Lidar com Essa Realidade?","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Simone da Nóbrega Tomáz Moreira","is_ca":false},{"name":"Rafael Luiz dos Santos Silva Vasconcellos","is_ca":false},{"name":"Nancy L. Heath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1078822931196361,"gpt":0.4236304513384189,"spread":0.3157481582187828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01648269,0.000526,0.0006627881,0.003693388,0.005914326,0.01965545,0.002036351,0.003481389,0.007745691],"category_scores_gemma":[0.03350449,0.0004475398,0.0005723444,0.004958844,0.0204979,0.009601342,0.004840071,0.003829259,0.001021525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313829,"about_ca_system_score_gemma":0.03145998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05109712,"about_ca_topic_score_gemma":0.06346217,"domain_scores_codex":[0.9820789,0.01056828,0.0007201945,0.001531544,0.003749123,0.001351925],"domain_scores_gemma":[0.9596746,0.02252374,0.005415292,0.001462248,0.007945615,0.002978501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002005957,0.0003036548,0.1104807,0.005776588,0.0001484911,0.001539731,0.3109699,0.0003657956,0.00195472,0.2114581,0.03153368,0.325268],"study_design_scores_gemma":[0.00003541714,0.0003160611,0.07241995,0.01080284,0.0002113381,0.002225525,0.3151924,0.0004022716,0.001153704,0.06121781,0.5358735,0.0001491948],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1597744,0.2053304,0.01140785,0.5063661,0.002260985,0.0002168526,0.000376923,0.0001134207,0.1141531],"genre_scores_gemma":[0.8702804,0.08497869,0.005991017,0.02497862,0.001028451,0.0001571372,0.0001196281,0.00004569108,0.01242039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05109712,"threshold_uncertainty_score":0.1015994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W171688053","doi":"10.1590/1981-5271v25.3-002","title":"Programas Educacionais Inovadores em Escolas Médicas: Capacitação Docente","year":2001,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Health Education and Validation","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"José Venturelli","is_ca":true},{"name":"Vânia Maria Lopes Fiorini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.101136020874892,"gpt":0.4058079145180071,"spread":0.304671893643115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00524783,0.0005083452,0.0003943594,0.002053363,0.002626665,0.002925495,0.001806274,0.001150546,0.02493679],"category_scores_gemma":[0.01666749,0.0003479045,0.0007837071,0.001663302,0.001087998,0.001414384,0.00578376,0.00142779,0.003304185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00797772,"about_ca_system_score_gemma":0.03621125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423945,"about_ca_topic_score_gemma":0.02165545,"domain_scores_codex":[0.9936777,0.003234399,0.0003023416,0.0003799555,0.001182582,0.001223187],"domain_scores_gemma":[0.9872823,0.003032291,0.001122757,0.0005075447,0.002867359,0.005187743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005051998,0.005349471,0.0661193,0.002816986,0.0001424903,0.0007260524,0.02519226,0.002849629,0.001904674,0.01142455,0.03791421,0.8450552],"study_design_scores_gemma":[0.0007584033,0.00668797,0.2569528,0.007701478,0.0006069252,0.002624263,0.05223563,0.006945915,0.006153833,0.01364417,0.6454851,0.0002035015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921944,0.007502463,0.02292993,0.03853292,0.0008486763,0.005665793,0.001546067,0.00186179,0.2289179],"genre_scores_gemma":[0.9142725,0.004606772,0.02666385,0.002344839,0.000173966,0.003020503,0.0006849282,0.0001136668,0.04811884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493679,"threshold_uncertainty_score":0.08342189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2614662691","doi":"10.1590/1981-52712015v41n1rb20160031","title":"Percepção sobre o Internato de Medicina da Universidade Federal do Rio de Janeiro pelos Preceptores do Serviço na Atenção Básica: um Estudo de Caso","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":11,"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; Philosophy","authors":[{"name":"Salesia Felipe de Oliveira","is_ca":false},{"name":"Antônio José Lêdo Alves da Cunha","is_ca":false},{"name":"Anete Trajman","is_ca":true},{"name":"Clotilde Teixeira","is_ca":false},{"name":"Maria Kátia Gomes","is_ca":false},{"name":"Vera Halfoun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05829889317842255,"gpt":0.401665252312512,"spread":0.3433663591340895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002559826,0.0002189175,0.0003844654,0.0009660716,0.001645728,0.001769752,0.000592984,0.0006137886,0.002603182],"category_scores_gemma":[0.007424728,0.0003825456,0.000403793,0.001067843,0.001365858,0.0005838739,0.001887167,0.0006405453,0.0002295929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980051,"about_ca_system_score_gemma":0.003657528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03238321,"about_ca_topic_score_gemma":0.06406676,"domain_scores_codex":[0.9976397,0.001031581,0.0001543495,0.0002201923,0.0005240039,0.000430229],"domain_scores_gemma":[0.9942123,0.001989287,0.002069889,0.0002148914,0.0005465368,0.0009670426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007052192,0.0002592854,0.8606826,0.0002903203,0.00005381947,0.0005714099,0.1195095,0.00004588232,0.0008847499,0.0007252274,0.0009565373,0.01595015],"study_design_scores_gemma":[0.00001083073,0.0002919465,0.8816892,0.0002368639,0.00004335984,0.0004968104,0.1104651,0.00009467625,0.0001483882,0.00009781799,0.006400218,0.00002476547],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969612,0.0005020656,0.0000503947,0.0004374667,0.000008643588,0.00003393574,0.00005469516,0.000002545183,0.001949086],"genre_scores_gemma":[0.9985335,0.0005172811,0.0001286933,0.0001481712,0.000005296375,0.00004304204,0.00002701505,0.00000135113,0.0005957851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03238321,"threshold_uncertainty_score":0.06438941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519740804","doi":"10.1590/s0100-55022009000300001","title":"O SUS como Escola","year":2009,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","authors":[{"name":"Patrícia Tempsk","is_ca":false},{"name":"Mayla Gabriela Silva Borba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05800518640613456,"gpt":0.4157802694920987,"spread":0.3577750830859641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002576279,0.001042333,0.0009116525,0.002631756,0.004185482,0.0137629,0.0016064,0.00354194,0.3249481],"category_scores_gemma":[0.009447109,0.0004856102,0.0006613065,0.003941588,0.001907258,0.007196918,0.005782906,0.003192826,0.2195621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00302675,"about_ca_system_score_gemma":0.007366816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008211215,"about_ca_topic_score_gemma":0.00716187,"domain_scores_codex":[0.9966733,0.0007964888,0.0003096804,0.0005532752,0.001143637,0.0005235099],"domain_scores_gemma":[0.9963781,0.0004158993,0.0002986961,0.0008255447,0.001617945,0.0004636733],"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":[0.00006620436,0.00004843735,0.001849386,0.0003978385,0.0000227655,0.000337185,0.001788217,0.00007032661,0.0003457773,0.1971119,0.6139662,0.1839958],"study_design_scores_gemma":[0.000002801225,0.000006330128,0.0002362341,0.0001182169,0.000002653219,0.00007735311,0.0002567452,0.00001092336,0.00004002298,0.002599174,0.9966449,0.000004646714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002260579,0.007421799,0.00217035,0.01309621,0.007265606,0.00016388,0.003862462,0.001067455,0.9626917],"genre_scores_gemma":[0.025926,0.0110953,0.003217518,0.006526839,0.001483078,0.0002390396,0.005255645,0.0005986081,0.9456578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3249481,"threshold_uncertainty_score":0.9628797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775291002","doi":"10.1590/1981-52712015v41n2rb20160031","title":"Perception about the Medical Internship at Federal University of Rio de Janeiro by the Service’s Preceptors in Primary Health Care: a Case Study","year":2017,"lang":"en","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Universidade Federal do Rio de Janeiro","keywords":"Preceptor; Internship; Thematic analysis; Medical education; Perception; Qualitative research; Service (business); Psychology; Health care; Nursing; Medicine; Sociology; Political science","authors":[{"name":"Salesia Felipe de Oliveira","is_ca":false},{"name":"Antônio José Lêdo Alves da Cunha","is_ca":false},{"name":"Anete Trajman","is_ca":true},{"name":"Clotilde Teixeira","is_ca":false},{"name":"Maria Kátia Gomes","is_ca":false},{"name":"Vera Halfoun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05478468752445211,"gpt":0.4098485058000466,"spread":0.3550638182755945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002599413,0.0003143235,0.0004775857,0.00093388,0.005791872,0.002232953,0.00135196,0.001991659,0.002349142],"category_scores_gemma":[0.005205036,0.0004735342,0.0003933404,0.0007958005,0.002550375,0.0009952855,0.001928154,0.001680522,0.0001588316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115783,"about_ca_system_score_gemma":0.003020556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02362473,"about_ca_topic_score_gemma":0.0556629,"domain_scores_codex":[0.9976134,0.001324173,0.00006964622,0.0001443917,0.0002262179,0.0006221439],"domain_scores_gemma":[0.9956242,0.002247943,0.0006240054,0.00009868176,0.0002490175,0.001156057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005194998,0.0004957085,0.04928221,0.0003081709,0.00001305459,0.02995493,0.9075866,0.00006123399,0.001044558,0.001072871,0.001407837,0.008720927],"study_design_scores_gemma":[0.000005781799,0.0002552007,0.0256434,0.0001535311,0.000009505151,0.006888383,0.9608942,0.00009838695,0.0001966697,0.00006348771,0.005776977,0.00001453066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997506,0.0003147401,0.00008875487,0.0007206892,0.00001618895,0.00004469647,0.00001451381,0.000002240429,0.001292378],"genre_scores_gemma":[0.9980417,0.0006026729,0.0002095324,0.0002674311,0.00001475997,0.00003604955,0.000010334,0.000002272005,0.0008152286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02362473,"threshold_uncertainty_score":0.04697442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890738096","doi":"10.1590/1981-52712015v42n3rb20170047r2ing","title":"The Experience of Family Medicine Interns Conducting McGill ILLNESS Narrative Interview with Non-Compliant Chronic Patients","year":2018,"lang":"en","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internship; Content analysis; Narrative; Medical education; Interview; Psychology; Qualitative research; Narrative inquiry; Meaning (existential); Attribution; Medicine; Nursing; Social psychology; Psychotherapist; Sociology","authors":[{"name":"Daniela Freitas Bastos","is_ca":false},{"name":"Antônio José Lêdo Alves da Cunha","is_ca":false},{"name":"Alícia Navarro de Souza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07882266317646737,"gpt":0.3710902693946906,"spread":0.2922676062182232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008628463,0.0004543964,0.0006031119,0.000770802,0.005572472,0.002746092,0.001223228,0.001740194,0.00250143],"category_scores_gemma":[0.01819626,0.0004568634,0.0003873363,0.0005736008,0.004927591,0.001695727,0.003811995,0.002508992,0.0002244403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877873,"about_ca_system_score_gemma":0.003296821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006261515,"about_ca_topic_score_gemma":0.01201073,"domain_scores_codex":[0.9922827,0.005911085,0.0002457504,0.0003295788,0.0003908485,0.0008399655],"domain_scores_gemma":[0.9813194,0.01216452,0.002475239,0.0003278147,0.0007514015,0.002961631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007450252,0.00007018427,0.009142376,0.00008388103,0.000007246726,0.001917712,0.9832525,0.00005178382,0.0009561895,0.0003107302,0.0006760711,0.003456875],"study_design_scores_gemma":[0.00001225099,0.0003153536,0.01058831,0.0001755449,0.00001020143,0.002059665,0.9762764,0.0001675547,0.0005147492,0.0001399201,0.009702395,0.00003764196],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956691,0.0003720034,0.0005018993,0.001789454,0.00004921694,0.00005233114,0.00003955375,0.000008901067,0.001517442],"genre_scores_gemma":[0.9979621,0.000212597,0.0004845643,0.0005661007,0.0000227061,0.00004661402,0.00002082308,0.00000485275,0.0006796315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008628463,"threshold_uncertainty_score":0.04563218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946310403","doi":"10.1590/1981-52712015v43n3rb20180243","title":"O Uso do Role-Play no Ensino da Técnica de Anamnese e de Habilidades de Comunicação para Estudantes de Medicina","year":2019,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Empathy and Medical Education","field":"Medicine","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":"Humanities; Psychology; Physics; Philosophy","authors":[{"name":"Carlos Alberto Engelhorn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02296532392420362,"gpt":0.3280151707533188,"spread":0.3050498468291152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01024172,0.0007292902,0.0005460001,0.002296747,0.002050261,0.003760667,0.001148765,0.0008173524,0.004181539],"category_scores_gemma":[0.02527053,0.0004434777,0.0006913263,0.001048201,0.002817192,0.001781429,0.002826725,0.001253798,0.0006187429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124608,"about_ca_system_score_gemma":0.007951787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005798938,"about_ca_topic_score_gemma":0.008823173,"domain_scores_codex":[0.9895271,0.007381247,0.00049539,0.0004892617,0.001621082,0.0004858736],"domain_scores_gemma":[0.9747337,0.01542914,0.003170777,0.001383838,0.003231152,0.00205138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001162069,0.001932154,0.2483573,0.003837066,0.0001726726,0.001034651,0.182642,0.0008900978,0.01625763,0.01025233,0.004212212,0.5292499],"study_design_scores_gemma":[0.0003399626,0.006637646,0.5749856,0.005557522,0.0004990223,0.003669027,0.2842999,0.004476083,0.01600164,0.0152768,0.08792809,0.0003286499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91833,0.006715383,0.02811448,0.005095784,0.0003295205,0.001435379,0.0003012584,0.0002025302,0.03947576],"genre_scores_gemma":[0.9765872,0.002657264,0.01598775,0.0003163358,0.00003732691,0.0006658783,0.00006325949,0.00002268965,0.003662174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024172,"threshold_uncertainty_score":0.05416405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230074409","doi":"10.1590/1981-5271v45.3-20200527","title":"Adaptação transcultural do questionário EFFECT para português brasileiro","year":2021,"lang":"en","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Preceptor; Context (archaeology); Medical education; Portuguese; Curriculum; Test (biology); Psychology; Brazilian Portuguese; Adaptation (eye); Reliability (semiconductor); Consistency (knowledge bases); Pedagogy; Computer science; Medicine; Psychometrics; Clinical psychology; Linguistics; Artificial intelligence","authors":[{"name":"Lourrany Borges Costa","is_ca":false},{"name":"Shamyr Sulyvan de Castro","is_ca":false},{"name":"Diovana Ximenes Cavalcante Dourado","is_ca":false},{"name":"Bruna Soares Praxedes","is_ca":false},{"name":"Thayná Custódio Mota","is_ca":false},{"name":"Thais Marcella Rios de Lima Tavares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02624031188612256,"gpt":0.3430835794166196,"spread":0.316843267530497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03822104,0.0008415996,0.001234837,0.003882134,0.001534164,0.002400038,0.001067006,0.0006349939,0.005716874],"category_scores_gemma":[0.08245712,0.0007378795,0.002403062,0.003017803,0.002466748,0.002166762,0.002342135,0.001113535,0.0009130343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794015,"about_ca_system_score_gemma":0.00590589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668063,"about_ca_topic_score_gemma":0.005862392,"domain_scores_codex":[0.9678118,0.01987923,0.004388314,0.002632558,0.004595395,0.000692787],"domain_scores_gemma":[0.9255037,0.05091796,0.004104579,0.004307691,0.01449971,0.0006664124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001239213,0.001174083,0.1762672,0.0148021,0.0009771351,0.001440249,0.2131491,0.001482921,0.009950689,0.02867419,0.0201938,0.5306494],"study_design_scores_gemma":[0.001002391,0.002198404,0.4638505,0.013399,0.001260369,0.003694965,0.09986477,0.005040511,0.01147557,0.02352702,0.3742501,0.0004364454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7648851,0.00890427,0.0890466,0.006861559,0.00245551,0.02473383,0.007983418,0.001019527,0.09411012],"genre_scores_gemma":[0.8805734,0.003092232,0.08176342,0.001224189,0.000155483,0.02696343,0.001616876,0.0003033451,0.004307643],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03822104,"threshold_uncertainty_score":0.2021345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389222921","doi":"10.1590/1981-5271v47.4-2022-0196.ing","title":"In situ simulation and its different applications in healthcare: an integrative review","year":2023,"lang":"en","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Inclusion (mineral); Psychological intervention; Health care; Fidelity; Portuguese; Health professionals; Inclusion and exclusion criteria; Troubleshooting; Medical education; Psychology; Computer science; Medicine; Nursing; Alternative medicine; Sociology; Political science; Pathology; Social psychology","authors":[{"name":"MARCOS MACIEL CANDIDO JUSTINO DOS SANTOS","is_ca":false},{"name":"Sara Fiterman Lima","is_ca":false},{"name":"Carine Freitas Galvão Vieira","is_ca":false},{"name":"Alexandre Slullitel","is_ca":false},{"name":"Elaine Cristina Negri","is_ca":false},{"name":"Gerson Alves Pereira Júnior","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06254919819580002,"gpt":0.4312220266181745,"spread":0.3686728284223745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009536974,0.001347914,0.004614195,0.009328749,0.0007575329,0.004246545,0.001966766,0.002633616,0.004242876],"category_scores_gemma":[0.03631998,0.0007649729,0.005922498,0.008346818,0.001213479,0.0029556,0.001735623,0.001358685,0.0003692787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002647458,"about_ca_system_score_gemma":0.008133963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584449,"about_ca_topic_score_gemma":0.006196639,"domain_scores_codex":[0.9921017,0.004084163,0.001783524,0.0005623876,0.001268845,0.0001993369],"domain_scores_gemma":[0.9444553,0.04933138,0.003021232,0.0007018498,0.002222537,0.0002679139],"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":[0.0001927145,0.0001235762,0.0007868491,0.7666812,0.003538113,0.0001151245,0.0009048398,0.0004307085,0.0002043461,0.002724813,0.002375425,0.2219222],"study_design_scores_gemma":[0.0001009808,0.0003712491,0.003942178,0.8996276,0.01969463,0.0006082219,0.001457628,0.0004001997,0.0003505973,0.002023427,0.07134067,0.00008252689],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004850301,0.9984514,0.000207271,0.0002611327,0.0001021486,0.0000769946,0.00002921371,0.000004353534,0.0003824501],"genre_scores_gemma":[0.009432187,0.9888049,0.0009776503,0.0002994144,0.0001302798,0.0002253919,0.00004684567,0.000004456813,0.00007877719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009536974,"threshold_uncertainty_score":0.05043691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416805640","doi":"10.1590/1981-5271v49.3-2024-0338","title":"Condições ameaçadoras à vida, conferências familiares e cuidado centrado no paciente: a experiência do PEDCONF","year":2025,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Context (archaeology); Nursing care; Function (biology)","authors":[{"name":"Leonardo Cavadas da Costa Soares","is_ca":false},{"name":"Guilherme Andrino Sanches","is_ca":false},{"name":"Rosiane Guetter Mello","is_ca":false},{"name":"Daniel Garros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05212234094766374,"gpt":0.3820191310988303,"spread":0.3298967901511666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005784067,0.000449534,0.0005120563,0.001010979,0.008871519,0.006531074,0.001093197,0.001909948,0.005762678],"category_scores_gemma":[0.01098008,0.0004929326,0.0006587439,0.0009351862,0.007618953,0.003420738,0.008746037,0.003893025,0.0005187287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004373026,"about_ca_system_score_gemma":0.006575351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01465857,"about_ca_topic_score_gemma":0.0190802,"domain_scores_codex":[0.9917725,0.005821828,0.0002275741,0.0004661499,0.0006908539,0.001021102],"domain_scores_gemma":[0.9911136,0.003804061,0.0008013871,0.0004139685,0.0008787719,0.0029882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008932915,0.0003219733,0.03798872,0.0003050944,0.00002771858,0.002425556,0.9104882,0.0001394379,0.0006111576,0.007951767,0.006725521,0.03292546],"study_design_scores_gemma":[0.00001185913,0.0002133543,0.0135844,0.0002499651,0.00002041422,0.00175422,0.9403976,0.0001821133,0.0001750508,0.002216923,0.04113135,0.00006277765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532084,0.002653108,0.002862397,0.01622053,0.0003895793,0.00008453531,0.0001301811,0.0000575335,0.0243937],"genre_scores_gemma":[0.9930663,0.00122845,0.001136645,0.001435443,0.0000505936,0.00004339295,0.00002376957,0.00001311099,0.003002353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465857,"threshold_uncertainty_score":0.03172868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175048800","doi":"10.1590/1981-5271v45.3-20200527.ing","title":"Cross-cultural adaptation of the EFFECT questionnaire into Brazilian Portuguese","year":2021,"lang":"en","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Innovations in Medical Education","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":"Radboud Universiteit","keywords":"Cronbach's alpha; Portuguese; Medical education; Context (archaeology); Adaptation (eye); Curriculum; Test (biology); Preceptor; Psychology; Brazilian Portuguese; Reliability (semiconductor); Consistency (knowledge bases); Pedagogy; Medicine; Computer science; Psychometrics; Clinical psychology; Artificial intelligence; Linguistics","authors":[{"name":"Lourrany Borges Costa","is_ca":false},{"name":"Shamyr Sulyvan de Castro","is_ca":false},{"name":"Diovana Ximenes Cavalcante Dourado","is_ca":false},{"name":"Bruna Soares Praxedes","is_ca":false},{"name":"Thayná Custódio Mota","is_ca":false},{"name":"Thais Marcella Rios de Lima Tavares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01534151413864704,"gpt":0.352646318456966,"spread":0.3373048043183189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02391188,0.000781174,0.001043657,0.002238652,0.0007945301,0.001247097,0.0007391731,0.0004074667,0.00469888],"category_scores_gemma":[0.04287416,0.0005245371,0.001406703,0.0014048,0.001053919,0.0009080544,0.001628392,0.0009036977,0.0009302163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311304,"about_ca_system_score_gemma":0.003426638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278923,"about_ca_topic_score_gemma":0.003738056,"domain_scores_codex":[0.986994,0.006432531,0.002975914,0.0008552809,0.002205741,0.0005364987],"domain_scores_gemma":[0.9678488,0.01808329,0.002527496,0.00188067,0.009089505,0.0005703322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001869111,0.002618447,0.2278301,0.008595644,0.0007464924,0.001920527,0.1362697,0.002226144,0.01800612,0.01025542,0.02509275,0.5645695],"study_design_scores_gemma":[0.0008181243,0.002879801,0.7577561,0.004240782,0.0005748718,0.001974826,0.04402203,0.004899052,0.01131198,0.005074533,0.1660711,0.0003768477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939109,0.001575335,0.04122816,0.00212258,0.0007769394,0.02448796,0.005975329,0.0003647358,0.02955798],"genre_scores_gemma":[0.8872512,0.001771163,0.06098602,0.0009791306,0.0001171441,0.04067138,0.002516286,0.0002283549,0.005479285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02391188,"threshold_uncertainty_score":0.1264596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128234442","doi":"10.1590/1981-5271v49.3-2024-0338.ing","title":"Life-threatening conditions, family conferences and patient-centered care: the experience of the PEDCONF","year":2025,"lang":"","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Active listening; Acronym; Portuguese; Plan (archaeology); Health care; Perspective (graphical); Clinical Practice","authors":[{"name":"Leonardo Cavadas da Costa Soares","is_ca":false},{"name":"Guilherme Andrino Sanches","is_ca":false},{"name":"Rosiane Guetter Mello","is_ca":false},{"name":"Daniel Garros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07100985177293449,"gpt":0.366635824259074,"spread":0.2956259724861395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004084635,0.0003631794,0.0003061587,0.00044086,0.003205759,0.002214114,0.0007056248,0.001595675,0.004783087],"category_scores_gemma":[0.01033473,0.0001927171,0.0004129794,0.0003996199,0.002472337,0.001462451,0.004648484,0.002607859,0.0004568946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665262,"about_ca_system_score_gemma":0.002775528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344762,"about_ca_topic_score_gemma":0.003420792,"domain_scores_codex":[0.9943786,0.004630202,0.0001067021,0.000140014,0.0003327501,0.0004117023],"domain_scores_gemma":[0.9948168,0.002636405,0.0003942434,0.0002370884,0.0002927952,0.001622614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006549757,0.002648332,0.03017184,0.002515712,0.00007944763,0.01409972,0.4941958,0.001054046,0.003358774,0.01334071,0.0446251,0.3932555],"study_design_scores_gemma":[0.0002161045,0.003578302,0.0399463,0.003298588,0.0001059791,0.03458814,0.4432926,0.001775642,0.003752318,0.007149355,0.4620466,0.0002501027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947809,0.008414606,0.007725757,0.02180398,0.001404625,0.0002991159,0.0002376664,0.0001848455,0.06514861],"genre_scores_gemma":[0.9870701,0.002790949,0.003048244,0.002229862,0.000233369,0.0001109619,0.00004770987,0.00003370651,0.004435097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004783087,"threshold_uncertainty_score":0.02160186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889594213","doi":"10.1590/1981-52712015v42n3rb20170047r2","title":"A experiência de alunos do internato em medicina de família e comunidade na condução de entrevistas McGill MINI narrativa de adoecimento com pacientes crônicos com dificuldades de adesão ao tratamento","year":2018,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","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":"Gerontology; Medicine","authors":[{"name":"Daniela Freitas Bastos","is_ca":false},{"name":"Antônio José Lêdo Alves da Cunha","is_ca":false},{"name":"Alícia Navarro de Souza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05980861661386801,"gpt":0.4045447558620007,"spread":0.3447361392481327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00328621,0.0002795007,0.000346395,0.0005246651,0.004495705,0.002344707,0.0006047229,0.001074251,0.003887904],"category_scores_gemma":[0.01141125,0.0002774301,0.0002934968,0.0003373477,0.002859299,0.00111402,0.00359517,0.001657142,0.0003558763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558627,"about_ca_system_score_gemma":0.004146958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280317,"about_ca_topic_score_gemma":0.02926609,"domain_scores_codex":[0.9967172,0.00218821,0.00009270704,0.0002069479,0.0003356681,0.0004593332],"domain_scores_gemma":[0.9917371,0.003157614,0.00125907,0.0002672592,0.000830208,0.002748809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003548828,0.0003331188,0.07376646,0.0002912756,0.00003627628,0.002549881,0.8646085,0.00009199591,0.003480692,0.001406314,0.009464254,0.04361644],"study_design_scores_gemma":[0.0000436227,0.001072627,0.08993707,0.0003971148,0.00004810713,0.001789047,0.8428392,0.000153188,0.0007796158,0.0007211223,0.06214479,0.00007454361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825743,0.001281642,0.000438652,0.005843316,0.0001759961,0.00004884734,0.00004379048,0.00002358942,0.009569821],"genre_scores_gemma":[0.9932976,0.0008065457,0.0004997856,0.001270096,0.00004923476,0.00005229689,0.00002356572,0.000008432125,0.0039923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280317,"threshold_uncertainty_score":0.02545726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416074091","doi":"10.1590/1981-5271v49.4-2025-0015.ing","title":"Simulation-based training in medicine: a scientometric investigation of Scopus-indexed articles","year":2025,"lang":"","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Simulation-Based Education in Healthcare","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":"Curriculum; Scopus; Training (meteorology); Bibliometrics; Health care; Higher education; Clinical Practice; Medical school","authors":[{"name":"Wellington Luiz","is_ca":false},{"name":"Itamar Magalhães Gonçalves","is_ca":false},{"name":"Neila Barbosa Osório","is_ca":false},{"name":"Fernando Rodrigues Peixoto Quaresma","is_ca":false},{"name":"Érika da Silva Maciel","is_ca":false},{"name":"Luiz Sinésio Silva Neto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0985897009836597,"gpt":0.4144090752344302,"spread":0.3158193742507705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02358983,0.001583481,0.006906474,0.1742356,0.001812994,0.006558626,0.001663349,0.001081346,0.007251352],"category_scores_gemma":[0.1456584,0.0008707909,0.005634674,0.2400175,0.001463118,0.003590728,0.004214031,0.0007583437,0.0009371138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495183,"about_ca_system_score_gemma":0.01298739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005272181,"about_ca_topic_score_gemma":0.005586541,"domain_scores_codex":[0.9593816,0.006113701,0.01880604,0.001921675,0.01251522,0.001261715],"domain_scores_gemma":[0.8145241,0.1240455,0.02929275,0.004908939,0.02493817,0.002290573],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001925611,0.0004707718,0.2691033,0.3956466,0.0166346,0.002202712,0.007256692,0.002110871,0.001424963,0.00449712,0.01996086,0.278766],"study_design_scores_gemma":[0.000926547,0.001441017,0.6312679,0.16788,0.04681125,0.004596453,0.02045081,0.003812287,0.00239223,0.007177248,0.1128206,0.0004237382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4866988,0.3447642,0.00484941,0.003695444,0.0006420524,0.01206315,0.120063,0.0005746365,0.02664942],"genre_scores_gemma":[0.7545062,0.1827683,0.01068167,0.0005253871,0.0006041707,0.01166772,0.03706973,0.0001639858,0.002012762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9764102,"threshold_uncertainty_score":0.1247564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}