{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"5205e60d9d3f","filters":{"venue":"Asian Journal of Ethics in Health and Medicine"}},"results":[{"id":"W4414927121","doi":"10.51847/pkapoklffx","title":"Reporting Incidental MRI Findings in the Canadian Alliance for Healthy Hearts and Minds Cohort: Implications and Impact","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Ethics in Health and Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alliance; Magnetic resonance imaging; Functional magnetic resonance imaging; MEDLINE; Ethical issues","authors":[{"name":"Julia Ferreira","is_ca":false},{"name":"Ahmet Akaydin","is_ca":false},{"name":"Matthew S. Katzman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4822861684966877,"gpt":0.6269000715033003,"spread":0.1446139030066126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02576834,0.0003515093,0.0005017201,0.001900097,0.005358829,0.003113228,0.002210606,0.001392595,0.003002661],"category_scores_gemma":[0.1247353,0.000290429,0.0004313779,0.00245337,0.003844143,0.001913559,0.003270995,0.002247786,0.000175132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01790634,"about_ca_system_score_gemma":0.06274647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9040017,"about_ca_topic_score_gemma":0.9321706,"domain_scores_codex":[0.9824239,0.00546894,0.0009312474,0.00166518,0.006356654,0.003154157],"domain_scores_gemma":[0.938306,0.02618922,0.01414776,0.002950754,0.01167922,0.006727022],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004307398,0.00007896408,0.9060101,0.0004693945,0.0001366043,0.000997609,0.009060501,0.0001658618,0.0003000385,0.005842977,0.02483804,0.05166907],"study_design_scores_gemma":[0.00006462009,0.0001052826,0.936571,0.003627414,0.0004532463,0.001734168,0.02160276,0.0009234776,0.0005355607,0.005141339,0.02904334,0.0001977976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8086117,0.01381025,0.001489758,0.1411083,0.0009820224,0.0003608684,0.005564631,0.00005404513,0.02801838],"genre_scores_gemma":[0.9810105,0.004344475,0.001878247,0.01049995,0.0002814586,0.0001045052,0.000755941,0.00002974291,0.001095199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986074,"threshold_uncertainty_score":0.1931272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128043247","doi":"10.51847/psv8hbkwzt","title":"Ethical Engagement and Management of HIV-Related Data and Biomaterials in Black, African, and Caribbean Canadian Communities","year":2022,"lang":"","type":"article","venue":"Asian Journal of Ethics in Health and Medicine","topic":"Ethics in Clinical Research","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":"Community engagement; Community-based participatory research; Participatory action research; Citizen journalism; Public engagement; Ethical issues; Rules of engagement","authors":[{"name":"Nattapong Srisawat","is_ca":false},{"name":"Ploy Chantarangsu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5324677443913048,"gpt":0.5564028097704055,"spread":0.02393506537910062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03120067,0.0003837892,0.0004668338,0.001427192,0.055573,0.009326326,0.002355721,0.002049334,0.001946976],"category_scores_gemma":[0.03664839,0.0004364126,0.000261892,0.001792341,0.0181779,0.001968973,0.008398761,0.003436942,0.0001041756],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05252278,"about_ca_system_score_gemma":0.2452754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8785425,"about_ca_topic_score_gemma":0.9523578,"domain_scores_codex":[0.9677138,0.02198705,0.0005073175,0.0008513306,0.003538141,0.005402307],"domain_scores_gemma":[0.9571497,0.01938228,0.003295091,0.0009912943,0.006896898,0.0122847],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004528788,0.00007640475,0.01004928,0.0001268935,0.000008943885,0.0009284166,0.9599304,0.000112811,0.0007009179,0.007688587,0.002543218,0.01778881],"study_design_scores_gemma":[0.000007132381,0.00002070915,0.004327349,0.0002500127,0.000006552179,0.0001964177,0.9727039,0.0001429645,0.0002310824,0.001509975,0.02057212,0.00003181115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456158,0.001975345,0.001833908,0.02891177,0.0001229148,0.0006306705,0.00005466982,0.00001162497,0.02084325],"genre_scores_gemma":[0.9938411,0.0008555992,0.001142278,0.001711837,0.00001195359,0.0001426487,0.00001082307,0.000006387787,0.002277372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979507,"threshold_uncertainty_score":0.3810812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127592923","doi":"10.51847/xwrlaib83c","title":"Navigating Ethical Standards in International Health Research: Insights Drawn from Qualitative Engagements with Persons with Disabilities in Uganda","year":2025,"lang":"","type":"article","venue":"Asian Journal of Ethics in Health and Medicine","topic":"Disability Rights and Representation","field":"Social Sciences","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":"Research ethics; Qualitative research; Ethical standards; Ethical issues; Informed consent; Ethical code; Bioethics; Confidentiality","authors":[{"name":"Cho Min-jung","is_ca":false},{"name":"Park Hyun-soo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2801902331760851,"gpt":0.5979074542189173,"spread":0.3177172210428322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1450092,0.0008215193,0.001604684,0.004926247,0.03768553,0.02563849,0.005797863,0.005666377,0.001880479],"category_scores_gemma":[0.1915028,0.001890446,0.000652485,0.004913799,0.06533495,0.01709151,0.02901506,0.0138092,0.0002328777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208537,"about_ca_system_score_gemma":0.03571938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03022529,"about_ca_topic_score_gemma":0.04775492,"domain_scores_codex":[0.8092756,0.1685764,0.003625137,0.002604312,0.007754829,0.008163702],"domain_scores_gemma":[0.7575091,0.2039571,0.01253733,0.004556227,0.01097968,0.01046063],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003752064,0.000006648622,0.0004417613,0.00004557573,0.000001757754,0.0001699561,0.9961733,0.00001137483,0.0000371901,0.002144449,0.0001233797,0.0008407713],"study_design_scores_gemma":[0.000001718926,0.00000480044,0.0002558531,0.0002292552,0.000001826372,0.00009964941,0.9947472,0.00002946578,0.00003539929,0.001496662,0.003090113,0.000008063065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930111,0.006567081,0.01381257,0.05625069,0.0003694099,0.0008175737,0.00008629873,0.00003737176,0.02904792],"genre_scores_gemma":[0.9929556,0.001513732,0.002243031,0.002056911,0.0000289077,0.0003437656,0.00001759846,0.00003875985,0.0008016871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9943336,"threshold_uncertainty_score":0.7668909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}