{"meta":{"query_hash":"9e9a77f642f1","filters":{"venue":"Psychology Community & Health"},"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/9e9a77f642f1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Psychology+Community+%26+Health"},"results":[{"id":"W2619305708","doi":"10.5964/pch.v6i1.204","title":"As queixas subjetivas de memória num cuidado de saúde primário: Um estudo follow up","year":2017,"lang":"pt","type":"article","venue":"Psychology Community & Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"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; Medicine; Psychology; Gerontology; Art","score_opus":0.08364424769651714,"score_gpt":0.472354376428938,"score_spread":0.3887101287324209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619305708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8625116,0.0025430347,0.00064632687,0.0528184,0.0019645174,0.0019321839,0.000046156958,0.0002542789,0.07728355],"genre_scores_gemma":[0.955055,0.004344905,0.0003976113,0.025663277,0.00047155446,0.00016226605,0.00008588797,0.00023013497,0.013589339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98537415,0.008798896,0.0010968487,0.00079608214,0.0008190036,0.0031150004],"domain_scores_gemma":[0.9909342,0.0008609812,0.000864333,0.0049731275,0.0004549639,0.0019123977],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011589185,0.00072927197,0.0013965084,0.00042715366,0.004936018,0.00029938773,0.002744152,0.0007062149,0.003071773],"category_scores_gemma":[0.0022812472,0.0007595616,0.0004276174,0.00028975835,0.0014515481,0.00029635528,0.0010890058,0.005697444,0.0034395673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020945356,0.004448665,0.8451622,0.0007064455,0.000698985,0.0002038135,0.009174615,1.6954911e-7,0.0006675873,0.00057572103,0.10843952,0.02782771],"study_design_scores_gemma":[0.010841703,0.0062755137,0.9180758,0.00090771634,0.00024896266,0.0004033039,0.0043290774,0.000037793903,0.0003535393,0.0016293484,0.0563938,0.00050345674],"about_ca_topic_score_codex":0.046203412,"about_ca_topic_score_gemma":0.009400636,"teacher_disagreement_score":0.09254347,"about_ca_system_score_codex":0.00113541,"about_ca_system_score_gemma":0.0035067769,"threshold_uncertainty_score":0.99948555},"labels":[],"label_agreement":null},{"id":"W2940541180","doi":"10.5964/pch.v6i1.209","title":"A relação entre a sintomatologia depressiva e a evocação de memórias autobiográficas em pessoas idosas","year":2017,"lang":"pt","type":"article","venue":"Psychology Community & Health","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":1,"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":"Medicine","score_opus":0.1003200945689116,"score_gpt":0.4594196638752239,"score_spread":0.3590995693063123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940541180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8928553,0.010307628,0.0014380732,0.035023995,0.011606986,0.0020483835,0.00025092062,0.0007195548,0.045749158],"genre_scores_gemma":[0.9701141,0.003399483,0.0005898774,0.02018701,0.00065606594,0.00018407797,0.00012914882,0.00023990685,0.004500335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9766464,0.015806917,0.0020497635,0.0015470142,0.0005825832,0.003367307],"domain_scores_gemma":[0.98238564,0.0011578972,0.002956187,0.011897599,0.00034752628,0.0012551824],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0077283024,0.0012990596,0.0023898345,0.00078808004,0.009114775,0.00066938484,0.00698,0.0021760692,0.003349921],"category_scores_gemma":[0.0010535328,0.0014417741,0.00079774566,0.00046545928,0.0016207431,0.0004378607,0.0011775881,0.0074956506,0.0034461888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039979033,0.017337915,0.30460122,0.0012305051,0.0030348382,0.0012787238,0.2720445,0.000005553321,0.00029642534,0.007977704,0.28950644,0.098688245],"study_design_scores_gemma":[0.014793719,0.003190407,0.8928073,0.0008267147,0.00038993394,0.002916907,0.02909686,0.0001592875,0.00005642185,0.014709586,0.039211843,0.0018410118],"about_ca_topic_score_codex":0.027782394,"about_ca_topic_score_gemma":0.06382495,"teacher_disagreement_score":0.58820605,"about_ca_system_score_codex":0.00071865064,"about_ca_system_score_gemma":0.001058447,"threshold_uncertainty_score":0.9999761},"labels":[],"label_agreement":null},{"id":"W2949243957","doi":"10.5964/pch.v8i1.207","title":"The construction and validation of a new Hepatitis C Virus social stigma in the workplace scale","year":2019,"lang":"en","type":"article","venue":"Psychology Community & Health","topic":"Workplace Violence and Bullying","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":"University of Ottawa","funders":"","keywords":"Operationalization; Stigma (botany); Prejudice (legal term); Scale (ratio); Psychology; Conceptualization; Social stigma; Exploratory factor analysis; Confirmatory factor analysis; Social psychology; Clinical psychology; Medicine; Psychometrics; Computer science; Psychiatry; Family medicine; Structural equation modeling; Human immunodeficiency virus (HIV); Artificial intelligence","score_opus":0.044316381424721385,"score_gpt":0.38951714732024834,"score_spread":0.34520076589552695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949243957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692617,0.0002877687,0.000058728667,0.025429128,0.00028199443,0.00031988253,0.0000022843215,0.000013642545,0.0043448764],"genre_scores_gemma":[0.9958647,0.0024110375,0.00018212247,0.0013823396,0.00007327809,0.0000064678,0.0000034183963,0.0000034850793,0.0000731849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964796,0.0028376298,0.00021149564,0.000084721956,0.00015628034,0.00023032924],"domain_scores_gemma":[0.99886906,0.00066104374,0.00016705417,0.00023571803,0.000029474346,0.00003765143],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037534176,0.00005772956,0.00013308004,0.00004462794,0.0017024374,0.00003775869,0.00033379707,0.00009046125,0.000031370048],"category_scores_gemma":[0.000070667236,0.000042200358,0.000023246803,0.00034317144,0.00049903605,0.00008999184,0.000034332683,0.00050648133,0.000011446618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005317453,0.00006327503,0.82668,0.00001277562,0.0000052636437,9.656895e-8,0.07925184,0.0000013795471,0.000043270702,0.003985422,0.0028495574,0.08705396],"study_design_scores_gemma":[0.0006665994,0.00017986349,0.8755953,0.00009792041,0.0000061563887,0.000005334829,0.08792672,0.0000049022815,0.000020590596,0.013181914,0.02221512,0.00009959453],"about_ca_topic_score_codex":0.08764847,"about_ca_topic_score_gemma":0.11837789,"teacher_disagreement_score":0.08695436,"about_ca_system_score_codex":0.000049756025,"about_ca_system_score_gemma":0.00018974827,"threshold_uncertainty_score":0.9995972},"labels":[],"label_agreement":null},{"id":"W3033559111","doi":"10.5964/pch.v8i1.310","title":"Association between cancer stigma, pain and quality of life in breast cancer","year":2020,"lang":"en","type":"article","venue":"Psychology Community & Health","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Breast cancer; Stigma (botany); Medicine; Quality of life (healthcare); Cancer; Social stigma; Oncology; Family medicine; Psychiatry; Internal medicine; Nursing","score_opus":0.12309145114470302,"score_gpt":0.4396726820652371,"score_spread":0.31658123092053403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033559111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8503817,0.0025604926,0.00006296988,0.14607906,0.00012071673,0.00021183322,0.00027619762,0.000026816513,0.00028021945],"genre_scores_gemma":[0.9542553,0.0019735966,0.000023411,0.043495316,0.00015484304,0.000027928156,0.000039678293,0.000012223506,0.000017739594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619466,0.0027235942,0.0004944927,0.00015927317,0.00017391107,0.00025407772],"domain_scores_gemma":[0.99851125,0.00050719135,0.0003068277,0.0002910673,0.000100091085,0.00028355475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029958258,0.0001079069,0.00061626156,0.00006202713,0.000106552,0.000003786479,0.00012038308,0.00014668252,0.0001395893],"category_scores_gemma":[0.00024883423,0.0001108788,0.00004427091,0.00031209437,0.0000721159,0.000034558874,0.000050403465,0.00093187386,0.0000015568664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024293354,0.00009464896,0.96017367,0.00053609634,0.00007539537,2.2823684e-7,0.0070142583,7.923202e-7,0.00005273814,0.0000138446,0.003200623,0.028594792],"study_design_scores_gemma":[0.0015025613,0.00021063875,0.9949662,0.00012831467,0.00002153199,3.971129e-7,0.0012685386,0.000008716329,0.0000031472273,0.000044205215,0.0017703463,0.000075365984],"about_ca_topic_score_codex":0.30772206,"about_ca_topic_score_gemma":0.20428213,"teacher_disagreement_score":0.10387357,"about_ca_system_score_codex":0.00029123347,"about_ca_system_score_gemma":0.0003657859,"threshold_uncertainty_score":0.81023765},"labels":[],"label_agreement":null}]}