{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"fa6edfb0520d","filters":{"venue":"Korean Journal of Medical Ethics"}},"results":[{"id":"W3156768455","doi":"10.35301/ksme.2016.19.4.430","title":"Trends and Suggestions on the Regulation of Physician Licensing from the Perspective of Medical Professionalism and Self-regulation*","year":2016,"lang":"en","type":"article","venue":"Korean Journal of Medical Ethics","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","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":"Government regulation; Perspective (graphical); Government (linguistics); Certificate; Political science; Public relations; Business; Public administration; Law","authors":[{"name":"Min-Kyeong KIM","is_ca":false},{"name":"Pyoung-Soo LEE","is_ca":false},{"name":"Eol LEE","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1043729258027216,"gpt":0.4642347729448262,"spread":0.3598618471421046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01320676,0.000279972,0.0003424312,0.003163169,0.003012008,0.00830608,0.00141046,0.004830581,0.002893315],"category_scores_gemma":[0.02092987,0.0002628365,0.000558825,0.004637952,0.009702166,0.01127664,0.001997259,0.006110482,0.0003824672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009517773,"about_ca_system_score_gemma":0.01328568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148137,"about_ca_topic_score_gemma":0.01751505,"domain_scores_codex":[0.9928769,0.002683302,0.0007299228,0.0007773606,0.001842379,0.001090101],"domain_scores_gemma":[0.9622293,0.01884414,0.007445865,0.0008452049,0.008737019,0.001898569],"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":[0.0000653532,0.0001643246,0.02969075,0.001145426,0.00002705881,0.0005908082,0.02589979,0.0004060422,0.0007444501,0.7708316,0.04950078,0.1209336],"study_design_scores_gemma":[0.00003498213,0.0001644231,0.08309464,0.005012612,0.0000643925,0.001182658,0.1165122,0.002157329,0.001280695,0.1754362,0.6148791,0.0001806702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05147381,0.06771708,0.005196587,0.819953,0.002388095,0.00004997532,0.0001163478,0.00005830461,0.0530469],"genre_scores_gemma":[0.813903,0.09108265,0.007142823,0.07673907,0.002757305,0.000119555,0.0002274546,0.00005994673,0.007968167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0148137,"threshold_uncertainty_score":0.0698449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385405171","doi":"10.35301/ksme.2022.25.2.117","title":"Ethical, Legal, and Social Implications Research in South Korea","year":2022,"lang":"en","type":"article","venue":"Korean Journal of Medical Ethics","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ethica (Canada); Genome Canada","funders":"","keywords":"Variety (cybernetics); Engineering ethics; Government (linguistics); Research ethics; Sociology; Political science; Social research; Environmental ethics; Social science; Engineering","authors":[{"name":"Ji Hyun Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1665533465407237,"gpt":0.4584998148011195,"spread":0.2919464682603958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01416537,0.0002705062,0.0002877043,0.001293394,0.00546388,0.006029257,0.0006267731,0.00125727,0.001966306],"category_scores_gemma":[0.007561051,0.000397169,0.000298925,0.00146245,0.006673387,0.003262451,0.005467789,0.002571567,0.000152728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212636,"about_ca_system_score_gemma":0.02639227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180663,"about_ca_topic_score_gemma":0.01163327,"domain_scores_codex":[0.9925975,0.005148211,0.0006043543,0.0004577296,0.000625834,0.000566451],"domain_scores_gemma":[0.9853071,0.006197152,0.002833571,0.0007200342,0.002040656,0.002901444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001908296,0.0007376146,0.07269923,0.002400152,0.00008263857,0.007300282,0.4554641,0.0007865941,0.007604591,0.2899774,0.01301403,0.1497426],"study_design_scores_gemma":[0.00009519123,0.0004419499,0.07889275,0.002277753,0.00007714469,0.003236176,0.6389296,0.001134994,0.002561207,0.05856054,0.2136267,0.0001660514],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732761,0.006857128,0.005451158,0.06661987,0.0003412013,0.0006699133,0.0000983588,0.0000277112,0.04665863],"genre_scores_gemma":[0.9868823,0.001700528,0.002932168,0.004728785,0.00003694404,0.000221055,0.00002235252,0.000007183223,0.003468646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416537,"threshold_uncertainty_score":0.07491452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945771230","doi":"10.35301/ksme.2007.10.1.9","title":"Medical Ethics Education in North-American Medical Schools","year":2007,"lang":"en","type":"article","venue":"Korean Journal of Medical Ethics","topic":"Ethics in medical practice","field":"Health Professions","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":"Medical ethics; Curriculum; Medical education; Military medical ethics; Engineering ethics; Nursing ethics; Information ethics; Work (physics); Medicine; Political science; Sociology; Pedagogy; Law; Engineering","authors":[{"name":"Yoo-Seock CHEONG","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1144675395592563,"gpt":0.5594670458942389,"spread":0.4449995063349826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003193679,0.0001213229,0.0001938616,0.001532002,0.003635638,0.001836204,0.0003278402,0.00118401,0.004346194],"category_scores_gemma":[0.008215379,0.0002311472,0.0002077898,0.001860023,0.001569006,0.001315683,0.002063452,0.001066401,0.0003733319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006637518,"about_ca_system_score_gemma":0.01576631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771017,"about_ca_topic_score_gemma":0.1022233,"domain_scores_codex":[0.9976291,0.001143084,0.0001476001,0.0001759274,0.00047784,0.0004265113],"domain_scores_gemma":[0.9873849,0.003256723,0.002358536,0.0002523521,0.001950161,0.004797242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002188632,0.001849366,0.5282325,0.001320861,0.00006434369,0.001452424,0.111806,0.0003896218,0.001607051,0.02721189,0.03053987,0.2953073],"study_design_scores_gemma":[0.00006616088,0.0003436942,0.8164335,0.00140095,0.00002808187,0.0008723168,0.06918037,0.0002903127,0.0005570616,0.002813225,0.1079721,0.00004230224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353934,0.01204397,0.0003231179,0.02887797,0.0002516925,0.00004963162,0.0000337004,0.00002110299,0.02300543],"genre_scores_gemma":[0.9882769,0.00424693,0.0003619543,0.003728937,0.00006794152,0.00002121283,0.00003257884,0.000004126102,0.003259344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01771017,"threshold_uncertainty_score":0.04815876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385205627","doi":"10.35301/ksme.2022.25.4.325","title":"An Examination of Physician-assisted Suicide Policies in Several Countries","year":2022,"lang":"en","type":"article","venue":"Korean Journal of Medical Ethics","topic":"Palliative Care and End-of-Life Issues","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":"Physician assisted suicide; Suicide prevention; Medicine; Family medicine; Poison control; Medical emergency","authors":[{"name":"Hongyeul Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1682036573910724,"gpt":0.4668054823776752,"spread":0.2986018249866028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007398569,0.0001244569,0.0001904222,0.002007479,0.003323903,0.003677232,0.0007555633,0.001544954,0.00171198],"category_scores_gemma":[0.02112634,0.0002639662,0.0003362398,0.003188574,0.002996371,0.002042867,0.002149384,0.002216405,0.00009339621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007172487,"about_ca_system_score_gemma":0.009944036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375639,"about_ca_topic_score_gemma":0.03744227,"domain_scores_codex":[0.9936885,0.003691556,0.0005421736,0.0002528057,0.0007952119,0.001029792],"domain_scores_gemma":[0.9756993,0.009708049,0.008246005,0.0005854751,0.003693952,0.002067225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003321907,0.0003257879,0.3280156,0.001372505,0.0002377136,0.004756493,0.07707479,0.002638447,0.0009758666,0.4721344,0.01476245,0.09737371],"study_design_scores_gemma":[0.000100638,0.0003089684,0.6304764,0.004027579,0.0001496341,0.001863732,0.1394285,0.00103014,0.0009673149,0.01296512,0.208567,0.0001150424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893281,0.01220427,0.0005956456,0.02636836,0.0001601137,0.0000922953,0.0002263452,0.00001048488,0.07101441],"genre_scores_gemma":[0.9911723,0.003416558,0.0002644704,0.003660845,0.00003638419,0.00004016616,0.000064354,0.000005176098,0.001339754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02375639,"threshold_uncertainty_score":0.05204022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385292472","doi":"10.35301/ksme.2004.7.1.79","title":"불가피성의 윤리와 불가분성의 윤리 - 인간복제의 측면에서 갈등을 중재하기 위한 시도","year":2004,"lang":"ko","type":"article","venue":"Korean Journal of Medical Ethics","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Genetics","funders":"Korea Science and Engineering Foundation","keywords":"Computer science","authors":[{"name":"Mi-Jung KOO","is_ca":true},{"name":"Jae-Sub YANG","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02799418213510481,"gpt":0.2975090278275913,"spread":0.2695148456924865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005007231,0.0007364197,0.0004435322,0.001711676,0.00537121,0.01224466,0.001156714,0.003177718,0.01819277],"category_scores_gemma":[0.008492058,0.0004702689,0.0006642931,0.001829677,0.02463996,0.01352747,0.003635814,0.004089945,0.003967807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007557552,"about_ca_system_score_gemma":0.009674806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008904648,"about_ca_topic_score_gemma":0.008288266,"domain_scores_codex":[0.9950904,0.002554948,0.0002121345,0.0007485551,0.0009772865,0.0004167132],"domain_scores_gemma":[0.9954706,0.002185421,0.0004134449,0.0003818418,0.001147777,0.0004009289],"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":[0.00001808254,0.00002630557,0.0006020564,0.0001279882,0.000009326645,0.0001018087,0.01547052,0.0001507391,0.0002243775,0.9589512,0.01104136,0.01327615],"study_design_scores_gemma":[0.00003910243,0.00005228168,0.001907013,0.0006246278,0.0000251797,0.000286759,0.02523367,0.0004795005,0.0007931559,0.531532,0.4389817,0.00004497259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02099629,0.006858073,0.01583179,0.03847196,0.000974896,0.0001582394,0.0002856955,0.0001368576,0.9162862],"genre_scores_gemma":[0.8290327,0.005718871,0.01811973,0.006847935,0.0007008996,0.0004077245,0.0002692256,0.0002198542,0.138683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01819277,"threshold_uncertainty_score":0.06086087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}