{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"57dfd53abeeb","filters":{"venue":"Voices in Bioethics"}},"results":[{"id":"W4223572644","doi":"10.52214/vib.v8i.9467","title":"The First Baby Born After Polygenic Embryo Screening","year":2022,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Genomics; Université du Québec à Rimouski","funders":"","keywords":"Bioethics; Eugenics; Context (archaeology); Psychology; Political science; Law; Biology","authors":[{"name":"Kalina Kamenova","is_ca":true},{"name":"Hazar Haidar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04863910498622766,"gpt":0.3424662683854579,"spread":0.2938271633992303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006146869,0.0002986316,0.0002989316,0.000816693,0.00249996,0.002843037,0.0003909231,0.002287399,0.003180338],"category_scores_gemma":[0.03574453,0.0002031885,0.000237183,0.0005475654,0.002717459,0.002012369,0.002141327,0.003163151,0.0005079337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393531,"about_ca_system_score_gemma":0.0008853054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077797,"about_ca_topic_score_gemma":0.001671875,"domain_scores_codex":[0.9954422,0.002945654,0.0002195178,0.0002877461,0.0008402154,0.0002645911],"domain_scores_gemma":[0.9381238,0.05503238,0.004023609,0.0005067457,0.001312012,0.001001417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0009578665,0.0001439562,0.04588389,0.004153239,0.0001643144,0.03738725,0.3569153,0.0003929632,0.00964896,0.05135322,0.2045912,0.2884078],"study_design_scores_gemma":[0.00003788906,0.0003653302,0.03513236,0.007858858,0.0001681032,0.02462872,0.1884933,0.0006110246,0.007350698,0.008127761,0.7270675,0.0001584542],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4075832,0.0478689,0.003888563,0.4658242,0.02151381,0.00005356804,0.0005435822,0.0001217147,0.05260237],"genre_scores_gemma":[0.9076467,0.02252699,0.001440997,0.04689549,0.009969869,0.00005271217,0.0001564061,0.00007807429,0.01123273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006146869,"threshold_uncertainty_score":0.03250813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320035864","doi":"10.52214/vib.v9i.10522","title":"A Critique of Principlism","year":2023,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Epistemology; Environmental ethics; Positive economics; Political science; Philosophy; Economics","authors":[{"name":"Samuel Dale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2252177859586491,"gpt":0.5826407495258179,"spread":0.3574229635671688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004527318,0.0006104806,0.0005747805,0.001510869,0.008061587,0.006199188,0.001272924,0.004808438,0.01661434],"category_scores_gemma":[0.008122235,0.0003484539,0.0006554889,0.001215789,0.02093477,0.00794497,0.003820186,0.01181673,0.004216971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005937545,"about_ca_system_score_gemma":0.003940004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004814639,"about_ca_topic_score_gemma":0.004524077,"domain_scores_codex":[0.9954508,0.002906492,0.00008316872,0.0004234449,0.0007965651,0.000339538],"domain_scores_gemma":[0.9962183,0.002524122,0.0001568334,0.0003130976,0.0005981511,0.000189443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005085969,0.000005389783,0.00003003005,0.00001946879,0.00000196997,0.00002908695,0.001086642,0.00008425573,0.00001922301,0.9594911,0.03598312,0.003244696],"study_design_scores_gemma":[0.000006256901,0.00000686993,0.00008196272,0.0001878627,0.000001964873,0.00005848429,0.0006730284,0.0003005515,0.00004973101,0.7349559,0.2636691,0.000008231973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003613516,0.02205987,0.01073884,0.2895586,0.004150229,0.00002559973,0.000103902,0.0001270567,0.6696224],"genre_scores_gemma":[0.5944294,0.02162791,0.01186544,0.1043428,0.008062638,0.0002935442,0.0002094056,0.0007104187,0.2584583],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01661434,"threshold_uncertainty_score":0.05558056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177988769","doi":"10.52214/vib.v7i.8559","title":"Reproductive Ethics and Family","year":2021,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Supreme court; Law; Legislature; License; Political science; State (computer science); Reproductive rights; Sociology; Reproductive health; Demography","authors":[{"name":"Oskar Neyra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1500531781224325,"gpt":0.4235011714645043,"spread":0.2734479933420719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008838995,0.0005782549,0.0002994484,0.000544537,0.005638587,0.002121874,0.0004552176,0.00312233,0.1088032],"category_scores_gemma":[0.002918019,0.0002079999,0.0002438624,0.0003532227,0.003199653,0.002578545,0.00334722,0.004601755,0.01890029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630557,"about_ca_system_score_gemma":0.002265128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006193629,"about_ca_topic_score_gemma":0.01310314,"domain_scores_codex":[0.9992938,0.0003465722,0.00001387863,0.0000758036,0.0001602866,0.0001094879],"domain_scores_gemma":[0.9992723,0.0002201889,0.00003522733,0.00005200357,0.0001429619,0.0002773041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004849292,0.000008303717,0.00009022848,0.00002835867,8.326407e-7,0.0001584352,0.001172214,0.00003360206,0.00004471714,0.03404097,0.9253882,0.03902923],"study_design_scores_gemma":[0.000001249398,0.00000340766,0.0001085832,0.0001417958,3.173606e-7,0.0002241391,0.0008254515,0.00001007585,0.00001494421,0.00543776,0.9932294,0.000002837913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001611806,0.06941211,0.0009774279,0.4096307,0.0289386,0.00002981244,0.0001341147,0.0001167228,0.4891486],"genre_scores_gemma":[0.04730142,0.05047725,0.001043841,0.1053962,0.01160232,0.00007195051,0.00008881415,0.0001685691,0.7838496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1088032,"threshold_uncertainty_score":0.3639829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307700049","doi":"10.52214/vib.v8i.10151","title":"Tlacoqualli in Monequi \"The Center Good\"","year":2022,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bioethics; Indigenous; Pragmatism; Environmental ethics; Sociology; Epistemology; Engineering ethics; Social science; Political science; Law; Philosophy; Ecology","authors":[{"name":"Ried E. Mackay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1774920642091186,"gpt":0.5252822407773604,"spread":0.3477901765682418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105079,0.0006381165,0.0003839473,0.0008252992,0.007958663,0.004459912,0.0007956178,0.002453749,0.1968604],"category_scores_gemma":[0.002045572,0.000305913,0.0003865388,0.0005726658,0.002161114,0.003474293,0.004236561,0.005247509,0.05717767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003508553,"about_ca_system_score_gemma":0.002702188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799845,"about_ca_topic_score_gemma":0.05782557,"domain_scores_codex":[0.9992855,0.0002082679,0.0000135513,0.0001262386,0.0001996969,0.0001667469],"domain_scores_gemma":[0.9991564,0.0001171148,0.00004244045,0.00006096813,0.0002866555,0.0003364148],"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":[0.00001588782,0.000008361521,0.0001129975,0.00004180183,0.000001056112,0.0001026419,0.0007224114,0.00001373343,0.0000792528,0.009595472,0.9725829,0.01672337],"study_design_scores_gemma":[8.234178e-7,0.000002499952,0.000109923,0.00006049066,4.896563e-7,0.00007198971,0.0005070205,0.00000993808,0.00003717163,0.0005349236,0.9986618,0.000002990836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002806143,0.02258047,0.001381438,0.1970297,0.04571511,0.00009557729,0.0005113067,0.0007074805,0.7291728],"genre_scores_gemma":[0.01002398,0.002893168,0.0005491724,0.01678805,0.001928309,0.00003840979,0.0001066778,0.0003015488,0.9673708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1968604,"threshold_uncertainty_score":0.6585637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281735589","doi":"10.52214/vib.v8i.9473","title":"Death with Dignity in Canada","year":2022,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Ethics in medical practice","field":"Health Professions","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":"Dignity; Death with dignity; Political science; Law","authors":[{"name":"Anna Vargo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.154617494973639,"gpt":0.476650784391341,"spread":0.3220332894177019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009548099,0.0005308355,0.0003594507,0.00104362,0.01651187,0.005026373,0.001522285,0.004946416,0.05938612],"category_scores_gemma":[0.003099174,0.0002697185,0.0004591155,0.001254018,0.004039029,0.001662386,0.00395604,0.00667155,0.004239984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07085694,"about_ca_system_score_gemma":0.1800163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970256,"about_ca_topic_score_gemma":0.9902807,"domain_scores_codex":[0.998337,0.0001210065,0.00003265284,0.0001449596,0.0006940168,0.0006703223],"domain_scores_gemma":[0.9968905,0.0001417989,0.00004753238,0.000048667,0.00103169,0.001839903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001031025,0.00001269351,0.0005312402,0.0001054719,0.000002780169,0.0003846572,0.001139159,0.00007529481,0.00007384911,0.01967452,0.9420959,0.03589416],"study_design_scores_gemma":[0.000005538475,0.000004970958,0.001103645,0.0002264353,0.000002264638,0.0001540414,0.001127989,0.00003290873,0.00003794225,0.001815702,0.9954737,0.00001499275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005786855,0.0497243,0.0004137539,0.4321066,0.02445307,0.0001291619,0.0008946107,0.0001806446,0.486311],"genre_scores_gemma":[0.1439733,0.06448074,0.001462551,0.19689,0.00363098,0.0001105207,0.0009273425,0.0002033177,0.5883213],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07085694,"threshold_uncertainty_score":0.5141054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163288050","doi":"10.52214/vib.v7i.8219","title":"Leveraging Machine Perfusion to Ameliorate Geographic Disparities in Organ Allocation","year":2021,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Transplantation: Methods and Outcomes","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":"Machine perfusion; United Network for Organ Sharing; Procurement; Medicine; Service (business); Transplantation; Lung; Business; Surgery; Internal medicine; Marketing","authors":[{"name":"Derek Soled","is_ca":false},{"name":"Cray Noah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05864767061159044,"gpt":0.3697285099649512,"spread":0.3110808393533608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004895237,0.0003026247,0.0002587228,0.0006139553,0.001310621,0.002199002,0.001066357,0.0009386986,0.03176899],"category_scores_gemma":[0.01357191,0.0001236199,0.0004805237,0.0005486965,0.001150516,0.002027116,0.004669808,0.002621257,0.003396083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186123,"about_ca_system_score_gemma":0.002778244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559979,"about_ca_topic_score_gemma":0.006370638,"domain_scores_codex":[0.9982253,0.001041298,0.00004451215,0.0001300141,0.0003908582,0.0001679855],"domain_scores_gemma":[0.9958934,0.001701481,0.0004797015,0.0003025457,0.0006548993,0.0009680091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001600706,0.0002267103,0.004897479,0.0004506737,0.00004418728,0.0001680164,0.001559143,0.000485846,0.0005239096,0.01137836,0.3727059,0.6073997],"study_design_scores_gemma":[0.0001297858,0.0005231756,0.01187495,0.002884933,0.00009021626,0.0005421013,0.003785616,0.001817479,0.002219275,0.05261575,0.923453,0.00006377797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04527902,0.04820351,0.04626383,0.6763464,0.01711668,0.0003801764,0.001223882,0.001819997,0.1633665],"genre_scores_gemma":[0.5995972,0.07117146,0.06523898,0.1590122,0.01464366,0.001111345,0.001258264,0.001224927,0.08674202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03176899,"threshold_uncertainty_score":0.1062778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284892639","doi":"10.52214/vib.v8i.9685","title":"Against Futility Judgments for Patients with Prolonged Disorders of Consciousness","year":2022,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Traumatic Brain Injury Research","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":"Persistent vegetative state; Consciousness; Minimally conscious state; Pessimism; Psychology; Consciousness Disorders; Level of consciousness; Medicine; Intensive care medicine; Psychiatry; Psychotherapist; Neuroscience","authors":[{"name":"William Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06355662994308793,"gpt":0.359361431011572,"spread":0.2958048010684841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0194143,0.0004398788,0.0005229184,0.001564092,0.005449045,0.005678205,0.002644865,0.01033754,0.01240421],"category_scores_gemma":[0.1344406,0.0003058384,0.000825885,0.0008406214,0.009963423,0.004636852,0.004563312,0.02123901,0.002573116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006178509,"about_ca_system_score_gemma":0.009268311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127931,"about_ca_topic_score_gemma":0.02536798,"domain_scores_codex":[0.9841976,0.008873178,0.0007792829,0.001023432,0.004098709,0.001027772],"domain_scores_gemma":[0.9257539,0.0489461,0.005688297,0.003448903,0.01197282,0.004189965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003422853,0.0001192572,0.01680424,0.0003294235,0.00009158532,0.003464712,0.008752782,0.0004297243,0.0005812112,0.1098917,0.7419368,0.1172563],"study_design_scores_gemma":[0.0002372375,0.0002332172,0.02753174,0.007295597,0.0002339648,0.006998478,0.02435386,0.003610918,0.003018692,0.2057997,0.7202952,0.0003914048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01754931,0.003476919,0.002426547,0.8856951,0.005387876,0.00007970026,0.0001461415,0.0001209904,0.0851173],"genre_scores_gemma":[0.5553573,0.004644991,0.003632998,0.4182626,0.004869996,0.0002061903,0.0001699967,0.0001222162,0.01273373],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0194143,"threshold_uncertainty_score":0.1026739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3167109285","doi":"10.52214/vib.v7i.8399","title":"The Ethical Conundrums of “Precision Psychiatry”","year":2021,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","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":"Engineering ethics; Psychology; Precision medicine; Psychiatry; Psychotherapist; Medicine; Engineering","authors":[{"name":"Gabrielle Di Sapia Natarelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07446885881811834,"gpt":0.3630565551174305,"spread":0.2885876962993121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06171639,0.001267613,0.001611747,0.001356212,0.009523516,0.0119672,0.003132083,0.02425151,0.01577439],"category_scores_gemma":[0.1458819,0.0008611275,0.001411742,0.0008500683,0.04306451,0.01635795,0.008584556,0.07545944,0.008977649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00656853,"about_ca_system_score_gemma":0.0152801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276058,"about_ca_topic_score_gemma":0.005435126,"domain_scores_codex":[0.9465026,0.03119987,0.001801059,0.004519244,0.01368385,0.002293532],"domain_scores_gemma":[0.8660818,0.09852541,0.003669594,0.00846437,0.01424767,0.009011061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004116894,0.00001446553,0.00006374832,0.00008872864,0.0000112849,0.0001431488,0.0009201364,0.00007551827,0.00006901283,0.102217,0.8817858,0.01457014],"study_design_scores_gemma":[0.00003519036,0.00002486633,0.0001237193,0.0008859268,0.000008490224,0.0004330607,0.0009650136,0.0001911366,0.0001422596,0.1368247,0.8603166,0.00004905779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000140767,0.009209703,0.001194003,0.9622865,0.02075213,0.00001311194,0.00002792079,0.00004687725,0.00632884],"genre_scores_gemma":[0.01105527,0.007082445,0.002338929,0.9297065,0.03537612,0.0001138661,0.00003138245,0.0002120516,0.01408347],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06171639,"threshold_uncertainty_score":0.3263914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198562142","doi":"10.52214/vib.v7i.8662","title":"Ethical Concerns About Reidentification of Individuals from MRI Neuroimages","year":2021,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Artificial Intelligence in Healthcare and 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":"Psychology; Cognitive psychology","authors":[{"name":"Elizaveta Garbuzova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3010064860827183,"gpt":0.5069257625466309,"spread":0.2059192764639126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04886088,0.0006576687,0.0007237201,0.001079054,0.007787707,0.005741439,0.003054143,0.01746621,0.02123091],"category_scores_gemma":[0.1600039,0.0006525466,0.0007911865,0.0008202599,0.01232238,0.005722718,0.004209196,0.0195397,0.01084042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358712,"about_ca_system_score_gemma":0.006634891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003571089,"about_ca_topic_score_gemma":0.004968106,"domain_scores_codex":[0.9194236,0.06039499,0.003151525,0.003199479,0.01175392,0.002076373],"domain_scores_gemma":[0.8520977,0.1006036,0.006004304,0.01703387,0.01858097,0.005679594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001478738,0.00007967635,0.001294738,0.0001652631,0.00002127964,0.00179901,0.01118803,0.0002177411,0.0007453299,0.1250631,0.7992195,0.06005849],"study_design_scores_gemma":[0.00004466491,0.00008762805,0.0009302538,0.001306106,0.00001763344,0.004958995,0.006736898,0.0007655504,0.001202891,0.04900448,0.9348728,0.00007212694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007302088,0.00323032,0.01905007,0.8094327,0.01245338,0.0005898912,0.0003437696,0.0003329978,0.1472648],"genre_scores_gemma":[0.1293531,0.002957253,0.01809517,0.7871343,0.006898243,0.001219251,0.0002267525,0.0002379425,0.05387795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9825338,"threshold_uncertainty_score":0.2584041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4372403999","doi":"10.52214/vib.v9i.11174","title":"The Push to Integrate Mid-Level Providers into Dentistry","year":2023,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","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":"Dentistry; Business; Medicine","authors":[{"name":"Angelica Dallas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2093116701512381,"gpt":0.3803741383808818,"spread":0.1710624682296437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01231798,0.0005941672,0.0003963257,0.001250341,0.005529071,0.01119959,0.002477154,0.01589656,0.08141835],"category_scores_gemma":[0.01507341,0.0007970451,0.0007597908,0.0009198143,0.00572988,0.01493633,0.01641176,0.02814057,0.01840191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00805459,"about_ca_system_score_gemma":0.02354764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01613716,"about_ca_topic_score_gemma":0.03854644,"domain_scores_codex":[0.9917293,0.00157981,0.0003024945,0.0009473028,0.003175419,0.002265721],"domain_scores_gemma":[0.9611437,0.004834616,0.001178736,0.001236382,0.006135038,0.02547143],"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":[0.00003702306,0.0001938871,0.001658563,0.0003738608,0.000008530901,0.0002816919,0.001579632,0.00007796503,0.0007852865,0.04024427,0.8595946,0.09516466],"study_design_scores_gemma":[0.00001156165,0.00003266392,0.002134204,0.0004770209,0.000002672844,0.0002890522,0.001589109,0.00006691766,0.0001003517,0.004540024,0.9907425,0.00001401194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002297255,0.007823063,0.001573408,0.9451927,0.010122,0.00004488574,0.00009875613,0.0002228894,0.03262512],"genre_scores_gemma":[0.07255514,0.02836304,0.01152182,0.8099173,0.01512679,0.0001784659,0.0002660209,0.0003366458,0.06173467],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08141835,"threshold_uncertainty_score":0.2723715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413380376","doi":"10.52214/vib.v11i.13554","title":"Pet Euthanasia and Human Euthanasia","year":2025,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","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":"Medicine; Psychology","authors":[{"name":"Jason Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1128578053014481,"gpt":0.4493380591205657,"spread":0.3364802538191176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007992325,0.0002337513,0.0001839068,0.0005800243,0.002202712,0.00334763,0.0004297382,0.003864338,0.3023264],"category_scores_gemma":[0.003092394,0.0001644327,0.0002471794,0.0004675809,0.002044754,0.002349736,0.002279546,0.002944015,0.0535149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817324,"about_ca_system_score_gemma":0.000975924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002643841,"about_ca_topic_score_gemma":0.004995186,"domain_scores_codex":[0.9990075,0.0004544361,0.00002920321,0.0001211909,0.0002930326,0.0000946462],"domain_scores_gemma":[0.999024,0.0004771313,0.00006801169,0.0001188556,0.0001691943,0.0001427984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002523279,0.00001013568,0.0001558663,0.0001521532,0.000002170705,0.0001853682,0.0003039131,0.00004246847,0.0001536074,0.07467069,0.8636832,0.06061517],"study_design_scores_gemma":[0.000002624027,0.000004791667,0.0001742696,0.0001234933,8.180417e-7,0.0002502422,0.000146016,0.00002482332,0.00007357242,0.004214358,0.9949823,0.000002747105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001267022,0.01568972,0.001377923,0.06607378,0.004478312,0.00004036152,0.0003041632,0.0003589261,0.9104098],"genre_scores_gemma":[0.05595215,0.01295581,0.001314127,0.0383852,0.002809691,0.0000904296,0.0003912436,0.0003667558,0.8877346],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3023264,"threshold_uncertainty_score":0.9951466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159540702","doi":"10.52214/vib.v7i.8002","title":"When Research Serves Good Purposes","year":2021,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Dilemma; Value (mathematics); Internet privacy; Task (project management); Public relations; Research ethics; Ethical dilemma; Psychology; Data collection; Engineering ethics; Political science; Computer science; Sociology; Law; Epistemology; Engineering","authors":[{"name":"Kenneth Kirkwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7615872147185535,"gpt":0.6562357252924589,"spread":0.1053514894260946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04614326,0.001717074,0.002361346,0.003508742,0.01007477,0.02622971,0.003012807,0.0244368,0.2097463],"category_scores_gemma":[0.1620992,0.001234717,0.001265247,0.003018514,0.01561488,0.02033958,0.01680709,0.0254187,0.1786245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003963339,"about_ca_system_score_gemma":0.0130667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190958,"about_ca_topic_score_gemma":0.004022107,"domain_scores_codex":[0.924738,0.03757805,0.003256252,0.00495333,0.02375599,0.005718311],"domain_scores_gemma":[0.9004428,0.03960376,0.005029822,0.01546495,0.02277494,0.01668381],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002626307,0.0000136648,0.00005903191,0.0001476046,0.000003952749,0.0001406613,0.0007682373,0.000007758795,0.00008725108,0.02670117,0.9575597,0.01448468],"study_design_scores_gemma":[0.000008056586,0.00000977793,0.0000837983,0.0004523976,0.000002511104,0.0001516076,0.0009421404,0.000009865189,0.00006185119,0.007793427,0.9904714,0.00001327004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003641894,0.01514685,0.002685388,0.4832681,0.09848695,0.0003087011,0.0003229933,0.0007691353,0.3986477],"genre_scores_gemma":[0.01221712,0.01007369,0.004398399,0.4883211,0.04798239,0.001212844,0.0003671237,0.00208028,0.4333472],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9755632,"threshold_uncertainty_score":0.7016714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406727540","doi":"10.52214/vib.v11i.13128","title":"Medical Assistance in Dying for Persons Suffering Solely from Mental Illness in Canada","year":2025,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Mental illness; Psychiatry; Medicine; Mental health","authors":[{"name":"Chloe Eunice Panganiban","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1212906733620989,"gpt":0.4404986959544142,"spread":0.3192080225923152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151689,0.0001734697,0.0002375352,0.0009384173,0.01730532,0.00469566,0.001473541,0.002338619,0.01523157],"category_scores_gemma":[0.007918641,0.0002123817,0.000324043,0.001858974,0.004936767,0.001256961,0.003079671,0.00506441,0.0006130075],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1061856,"about_ca_system_score_gemma":0.2400982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876829,"about_ca_topic_score_gemma":0.9965244,"domain_scores_codex":[0.9971238,0.0005535829,0.00006475684,0.0001528498,0.001158177,0.0009468017],"domain_scores_gemma":[0.994742,0.001192241,0.0002615163,0.0001019873,0.002056157,0.001646134],"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":[0.0000656864,0.0000616776,0.009999432,0.0009062178,0.00002097074,0.001895941,0.03381385,0.000539708,0.0002171436,0.1663139,0.6900823,0.09608312],"study_design_scores_gemma":[0.00002416462,0.00002238055,0.01728994,0.002480712,0.00002838271,0.0004429435,0.05281812,0.0003195803,0.0002649219,0.007718289,0.9184939,0.00009679575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07566219,0.03255201,0.001038942,0.4470721,0.003152469,0.0003239567,0.002068661,0.00007453818,0.4380551],"genre_scores_gemma":[0.7700306,0.04883108,0.002326275,0.07997631,0.0004721955,0.0001761162,0.0008279278,0.00008640916,0.0972731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8938144,"threshold_uncertainty_score":0.7704342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412543656","doi":"10.52214/vib.v11i.13787","title":"The Right to Die","year":2025,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Human Rights and Development","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":"Die (integrated circuit); Right to die; Political science; Computer science; Operating system; Law","authors":[{"name":"Ilaria Bertini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04869627448903136,"gpt":0.3915146446313784,"spread":0.3428183701423471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008334249,0.0005935443,0.0004272737,0.0006473378,0.002801564,0.003444373,0.0004896886,0.002850471,0.06863075],"category_scores_gemma":[0.003083867,0.0002510728,0.0003568755,0.0003747358,0.003308603,0.003742701,0.003898609,0.006054586,0.02644947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520641,"about_ca_system_score_gemma":0.001449804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102142,"about_ca_topic_score_gemma":0.003068996,"domain_scores_codex":[0.9988807,0.0004117787,0.00003425077,0.0002019405,0.00032597,0.0001454482],"domain_scores_gemma":[0.9992096,0.0003671256,0.00004599277,0.00006675877,0.0001411799,0.0001693233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002000486,0.000008749267,0.00009151127,0.00009428326,0.000002582842,0.0001002372,0.001041872,0.00005404863,0.0001619062,0.0731719,0.8890038,0.03624919],"study_design_scores_gemma":[0.000001548483,0.000003878831,0.00009670904,0.0001503645,6.076169e-7,0.0001303486,0.0002960381,0.00000995931,0.00004621708,0.005361221,0.9938993,0.000003717163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002099484,0.1033106,0.001208673,0.3076608,0.05029946,0.00003823591,0.0003638068,0.000146162,0.5348729],"genre_scores_gemma":[0.06871419,0.06929307,0.00112683,0.09295785,0.01750707,0.00009226151,0.000321944,0.0003348899,0.7496519],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06863075,"threshold_uncertainty_score":0.2295927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293108769","doi":"10.52214/vib.v5i.8378","title":"Alone on an Island","year":2022,"lang":"en","type":"article","venue":"Voices in Bioethics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Abortion; Maltese; Government (linguistics); Medicine; Family medicine; Business; Medical emergency; Pregnancy","authors":[{"name":"Erin Kwolek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04879598587497339,"gpt":0.3682603565744887,"spread":0.3194643706995154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001782791,0.0005023142,0.0003844002,0.0003818532,0.006389156,0.003795063,0.0006313503,0.00103264,0.246617],"category_scores_gemma":[0.0006173383,0.0001562309,0.0002207878,0.0006236064,0.000948549,0.001875022,0.003488017,0.001943836,0.05144389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988211,"about_ca_system_score_gemma":0.003365277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0779141,"about_ca_topic_score_gemma":0.1655644,"domain_scores_codex":[0.9997733,0.00003495458,0.000007766977,0.00002958767,0.00004108166,0.0001133015],"domain_scores_gemma":[0.9995152,0.00001789688,0.00001999686,0.0000244267,0.0001226356,0.0002999093],"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":[0.000121794,0.0001525196,0.005307391,0.0002982577,0.00002306174,0.002935935,0.005088595,0.000042646,0.002369669,0.02025626,0.8400241,0.1233799],"study_design_scores_gemma":[0.000003418665,0.00001527404,0.002224413,0.00007229496,0.000005007016,0.0002541331,0.003160646,0.0000197746,0.0001268815,0.0003916642,0.9937195,0.000007010593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03361694,0.005632596,0.0006254836,0.03526631,0.003765841,0.0001743384,0.001726192,0.0004074247,0.9187849],"genre_scores_gemma":[0.07164314,0.003243209,0.0006227047,0.01202581,0.0003044153,0.00007431514,0.0009439482,0.0001746428,0.9109678],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.246617,"threshold_uncertainty_score":0.8250162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}