{"meta":{"query_hash":"05c433fcee28","filters":{"venue":"Revista de Investigação & Inovação em Saúde"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/05c433fcee28","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+de+Investiga%C3%A7%C3%A3o+%26+Inova%C3%A7%C3%A3o+em+Sa%C3%BAde"},"results":[{"id":"W3012877970","doi":"10.37914/riis.v2i2.54","title":"Efeitos de um programa de estimulação cognitiva no funcionamento cognitivo de idosos institucionalizados","year":2019,"lang":"pt","type":"article","venue":"Revista de Investigação & Inovação em Saúde","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","score_opus":0.026520452692597438,"score_gpt":0.31943395358981347,"score_spread":0.292913500897216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012877970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944454,0.00035320723,0.0014841771,0.0004702155,0.000040294108,0.000559165,0.00034969117,0.000107557265,0.002190332],"genre_scores_gemma":[0.9899851,0.00040987914,0.004826819,0.00018085388,0.000033420674,0.0017647187,0.00035122925,0.000015959027,0.0024320253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762267,0.0012095231,0.00017648448,0.00033200244,0.00035738247,0.0003019669],"domain_scores_gemma":[0.9922627,0.0036766448,0.0014990642,0.0006093284,0.00096363836,0.0009885434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004342363,0.0005087941,0.0006405068,0.0009187383,0.0007068645,0.00088372856,0.000846842,0.00075846724,0.0041627106],"category_scores_gemma":[0.017440867,0.00036076145,0.0011330034,0.0009222957,0.00041462985,0.0005564974,0.0015244146,0.0007628596,0.0006502365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011992493,0.025909685,0.50732464,0.0015644395,0.0012086821,0.000096082586,0.007832652,0.0039413604,0.0020874497,0.0007854453,0.002505403,0.43475166],"study_design_scores_gemma":[0.0016306398,0.02339276,0.95409703,0.00072651904,0.0013694211,0.00006881965,0.0030404283,0.004704518,0.0034193143,0.0007312587,0.0067530675,0.00006630198],"about_ca_topic_score_codex":0.014240969,"about_ca_topic_score_gemma":0.013534754,"teacher_disagreement_score":0.014240969,"about_ca_system_score_codex":0.0014186983,"about_ca_system_score_gemma":0.0042732228,"threshold_uncertainty_score":0.0283162},"labels":[],"label_agreement":null},{"id":"W3117155359","doi":"10.37914/riis.v3i2.91","title":"Promoção da atividade física numa instituição de ensino superior","year":2020,"lang":"pt","type":"article","venue":"Revista de Investigação & Inovação em Saúde","topic":"Physical Education and Gymnastics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Physical activity; Humanities; Psychology; Pedagogy; Philosophy; Medicine","score_opus":0.1052069556439759,"score_gpt":0.3479685986671654,"score_spread":0.24276164302318948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117155359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545002,0.0027193313,0.005625699,0.009097989,0.00017315934,0.00041525517,0.0011945334,0.00020424923,0.026069606],"genre_scores_gemma":[0.98917705,0.00090261374,0.0058964356,0.00040394915,0.00006888847,0.00030720883,0.00025667253,0.0000144999185,0.0029726857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99207,0.00419198,0.0005462023,0.0009257135,0.0015502281,0.0007157454],"domain_scores_gemma":[0.9771542,0.007626459,0.0048140823,0.001699139,0.00534311,0.0033629737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012768729,0.00031913057,0.0005572739,0.0016660596,0.0017885581,0.00262675,0.0010698966,0.00091644947,0.0077137067],"category_scores_gemma":[0.03137827,0.0002500966,0.00060712104,0.0027284292,0.0014524215,0.0015840002,0.002933879,0.00074101315,0.00072597887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005971517,0.00058295496,0.7140659,0.0021125497,0.0002286157,0.00038038386,0.052269865,0.0009081272,0.003098158,0.006383477,0.005440414,0.21393234],"study_design_scores_gemma":[0.000056811525,0.0013270731,0.9222637,0.0013698083,0.00019887844,0.00020274332,0.034313813,0.0007934778,0.0012799093,0.003954559,0.034177195,0.00006200104],"about_ca_topic_score_codex":0.019487835,"about_ca_topic_score_gemma":0.027667752,"teacher_disagreement_score":0.019487835,"about_ca_system_score_codex":0.0038336175,"about_ca_system_score_gemma":0.012502056,"threshold_uncertainty_score":0.06752831},"labels":[],"label_agreement":null},{"id":"W4288906323","doi":"10.37914/riis.v5i1.185","title":"Cuidar de uma família alargada numa abordagem colaborativa","year":2022,"lang":"pt","type":"article","venue":"Revista de Investigação & Inovação em Saúde","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.044540811493074345,"score_gpt":0.34396088686395926,"score_spread":0.2994200753708849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288906323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321515,0.0020583712,0.0014446776,0.0034282524,0.00008708301,0.0001953008,0.0001054192,0.000034859742,0.009430842],"genre_scores_gemma":[0.9929877,0.0011026761,0.0015899813,0.0004899823,0.000016055637,0.00009201798,0.000040153394,0.0000078698395,0.0036736038],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99703336,0.0016110055,0.00013405996,0.00033533134,0.0003758858,0.0005102573],"domain_scores_gemma":[0.9958411,0.0012934381,0.00084060425,0.00031142548,0.00087646995,0.0008369299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026689197,0.0003001647,0.00043351145,0.00089752924,0.0060050474,0.003006573,0.0009503124,0.0009013656,0.00477476],"category_scores_gemma":[0.008972377,0.0003527872,0.00031073668,0.000848065,0.0018038163,0.0012774251,0.0039736736,0.0009711476,0.0004968115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017229168,0.00024293244,0.25184458,0.00071203394,0.000058422393,0.00760675,0.618033,0.0001328944,0.0044815927,0.0033337956,0.0028972821,0.11048455],"study_design_scores_gemma":[0.000021779846,0.00050135754,0.16703984,0.0010536165,0.00009948882,0.005135811,0.77246034,0.00019868683,0.0012962888,0.0012183628,0.050925266,0.00004919927],"about_ca_topic_score_codex":0.05235186,"about_ca_topic_score_gemma":0.08996471,"teacher_disagreement_score":0.05235186,"about_ca_system_score_codex":0.004000531,"about_ca_system_score_gemma":0.008816945,"threshold_uncertainty_score":0.10409427},"labels":[],"label_agreement":null},{"id":"W4315783973","doi":"10.37914/riis.v5.237","title":"Tratamento com Perfusão Subcutânea Contínua de Insulina na adolescência – a perceção materna","year":2023,"lang":"pt","type":"article","venue":"Revista de Investigação & Inovação em Saúde","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Psychology; Physics; Philosophy","score_opus":0.05055571078062874,"score_gpt":0.32017748585973604,"score_spread":0.2696217750791073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315783973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731013,0.014958527,0.0014012402,0.0026234798,0.00011514828,0.00018294973,0.00059006904,0.000031809792,0.006995449],"genre_scores_gemma":[0.98242456,0.011684917,0.0027330343,0.00074711966,0.000058736514,0.00016716287,0.00027800773,0.000011160469,0.0018952262],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99825984,0.0008555216,0.00017991377,0.00017109649,0.00037206453,0.00016147479],"domain_scores_gemma":[0.99652076,0.0011905438,0.0014048938,0.00011492963,0.00058267755,0.00018625178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026925784,0.00028410243,0.00046063794,0.00082236325,0.00065025355,0.0015519046,0.0005267908,0.00043147354,0.0035992377],"category_scores_gemma":[0.007878772,0.00028891204,0.00059601426,0.0010707725,0.0005265727,0.00079770037,0.001069464,0.0008539968,0.00032386105],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005789291,0.00027465264,0.84552974,0.0024468193,0.00024583784,0.0016925306,0.018262858,0.00015238048,0.0036967176,0.000970043,0.0016240114,0.124525465],"study_design_scores_gemma":[0.000037939328,0.0024099944,0.9093296,0.0035425385,0.0004478387,0.0057346695,0.03810459,0.00042226832,0.004527939,0.00096749066,0.03440982,0.00006527754],"about_ca_topic_score_codex":0.006958294,"about_ca_topic_score_gemma":0.0072053997,"teacher_disagreement_score":0.006958294,"about_ca_system_score_codex":0.0010199881,"about_ca_system_score_gemma":0.001586814,"threshold_uncertainty_score":0.014239907},"labels":[],"label_agreement":null}]}