{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"dfa8ff303a42","filters":{"venue":"精神身體醫學 = Korean journal of psychosomatic medicine"}},"results":[{"id":"W2489862434","doi":"","title":"감정표현불능증(Alexithymia), 신체적 호소, 정서 및 어휘의 관계","year":2000,"lang":"ko","type":"article","venue":"精神身體醫學 = Korean journal of psychosomatic medicine","topic":"Psychosomatic Disorders and Their Treatments","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":"Alexithymia; Toronto Alexithymia Scale; Somatization; Psychology; Anxiety; Depression (economics); Clinical psychology; Somatic anxiety; Psychiatry; Correlation; Personality","authors":[{"name":"전현태","is_ca":false},{"name":"이귀행","is_ca":false},{"name":"Jae Hyun Kim","is_ca":false},{"name":"김한주","is_ca":false},{"name":"유용진","is_ca":false},{"name":"소광","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0206398690723322,"gpt":0.2984348223724462,"spread":0.277794953300114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003270644,0.000423668,0.0002670463,0.000702053,0.0003011554,0.0004632454,0.0001870066,0.0002350222,0.002999914],"category_scores_gemma":[0.001240902,0.00009701636,0.0004021071,0.0005945414,0.0003379522,0.0002742692,0.0003297677,0.0004344636,0.0005625324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030623,"about_ca_system_score_gemma":0.0003304273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499102,"about_ca_topic_score_gemma":0.003004597,"domain_scores_codex":[0.9995921,0.00007345506,0.00008886892,0.0000577374,0.0001262798,0.00006149421],"domain_scores_gemma":[0.9993935,0.00006522243,0.0002689429,0.0000253555,0.0001675459,0.0000795222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004398693,0.0003319852,0.8642606,0.0006704734,0.0004008548,0.001526578,0.001524421,0.0003328903,0.02219892,0.001182876,0.00446749,0.1026632],"study_design_scores_gemma":[0.0000247349,0.000231939,0.9919121,0.00005109096,0.00005282755,0.004026818,0.0003833378,0.0002614958,0.0005936965,0.0004497023,0.001996816,0.00001538136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739492,0.001843784,0.00199646,0.0003817473,0.00009883925,0.0003187683,0.001772465,0.00008883558,0.01954988],"genre_scores_gemma":[0.9932604,0.0006582632,0.001875823,0.00008562389,0.0000311568,0.0001187692,0.0009893558,0.000005626596,0.002974927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002999914,"threshold_uncertainty_score":0.01003569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2555155333","doi":"","title":"만성위염 환자들과 위궤양 환자들 간의 스트레스반응, 분노표현 및 감정표현불능증의 비교","year":2004,"lang":"ko","type":"article","venue":"精神身體醫學 = Korean journal of psychosomatic medicine","topic":"Psychosocial Factors Impacting Youth","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":"Somatization; Alexithymia; Anger; Hostility; Anxiety; Toronto Alexithymia Scale; Internal medicine; Chronic gastritis; Medicine; Clinical psychology; Symptom Checklist 90; Gastroenterology; Gastritis; Depression (economics); Psychiatry; Psychology; Stomach","authors":[{"name":"고경봉","is_ca":false},{"name":"오승준","is_ca":false},{"name":"이상인","is_ca":false},{"name":"정재복","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04335570709253453,"gpt":0.3602178533301655,"spread":0.316862146237631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008806222,0.0001742236,0.0002498607,0.0006874789,0.000333214,0.0007075105,0.000195293,0.0002428899,0.001464786],"category_scores_gemma":[0.002867828,0.00009836393,0.0002844108,0.0005643113,0.0007062349,0.0006516985,0.0003396363,0.0003546939,0.0001761611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006092983,"about_ca_system_score_gemma":0.0007849617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443991,"about_ca_topic_score_gemma":0.003754798,"domain_scores_codex":[0.9995224,0.0001314564,0.00008066759,0.00005155149,0.0001494743,0.0000644926],"domain_scores_gemma":[0.9985772,0.0003333161,0.0004588634,0.00002957971,0.0003651978,0.0002357548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008793136,0.0001853469,0.8497123,0.000484534,0.0001992389,0.0002374859,0.001926305,0.0002395266,0.003008686,0.001011692,0.001916262,0.1401993],"study_design_scores_gemma":[0.00006491922,0.0004867942,0.9937262,0.00006705124,0.00008652558,0.001098313,0.001181895,0.0002959086,0.000393327,0.0006472107,0.001937917,0.00001398363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878,0.004092841,0.0008730735,0.0007142487,0.00006905957,0.0001019738,0.0002372381,0.000008816902,0.00610278],"genre_scores_gemma":[0.9970835,0.001065889,0.001010106,0.0001006047,0.00005010633,0.00006048169,0.0002051391,0.000001063735,0.0004230634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002443991,"threshold_uncertainty_score":0.004900217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2493347942","doi":"","title":"주의력결핍 과잉행동장애 환아 보호자의 우울, 불안, 감정표현불능, 스트레스반응","year":2005,"lang":"ko","type":"article","venue":"精神身體醫學 = Korean journal of psychosomatic medicine","topic":"Family Support in Illness","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":"Beck Depression Inventory; Alexithymia; Toronto Alexithymia Scale; Anxiety; Beck Anxiety Inventory; Depression (economics); Psychology; Psychiatry; Clinical psychology; State-Trait Anxiety Inventory; Confidence interval; Medicine; Internal medicine","authors":[{"name":"Jong‐Hyun Jeong","is_ca":false},{"name":"Seung‐Chul Hong","is_ca":false},{"name":"한진희","is_ca":false},{"name":"Sung-Pil Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0312658601386293,"gpt":0.3336473759782297,"spread":0.3023815158396004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003307516,0.0005243209,0.0005601827,0.001789832,0.002037577,0.005615482,0.0009423947,0.001085835,0.01007412],"category_scores_gemma":[0.007638775,0.0003328993,0.0007387432,0.001551808,0.004058653,0.004032281,0.001812688,0.002402195,0.003276151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00378553,"about_ca_system_score_gemma":0.007929895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103133,"about_ca_topic_score_gemma":0.01308698,"domain_scores_codex":[0.9972736,0.0008564371,0.0002351214,0.0004247387,0.0008835357,0.0003265455],"domain_scores_gemma":[0.9960424,0.0007276072,0.0007580869,0.0001750641,0.001635183,0.0006616598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004830907,0.0003720043,0.1138814,0.002491243,0.0003552778,0.0008239489,0.01286899,0.0007143834,0.002251667,0.107648,0.1109535,0.6471566],"study_design_scores_gemma":[0.0002708093,0.0006290005,0.2114554,0.004401834,0.0008703715,0.006213619,0.03857369,0.002579401,0.004050112,0.1947204,0.5358726,0.0003627463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2666017,0.07987891,0.03715687,0.1284909,0.006444438,0.0009147704,0.004746624,0.0006574392,0.4751084],"genre_scores_gemma":[0.9087386,0.02449956,0.01954954,0.0102475,0.001319693,0.0004448104,0.001721169,0.0001077156,0.03337139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103133,"threshold_uncertainty_score":0.03370136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337553706","doi":"","title":"한국판 감정자각 수준 척도의 개발","year":2003,"lang":"ko","type":"article","venue":"精神身體醫學 = Korean journal of psychosomatic medicine","topic":"Psychosocial Factors Impacting Youth","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":"Cronbach's alpha; Psychology; Scale (ratio); Inter-rater reliability; Openness to experience; Clinical psychology; Concurrent validity; Reliability (semiconductor); Internal consistency; Developmental psychology; Social psychology; Psychometrics; Rating scale; Cartography; Geography","authors":[{"name":"김상헌","is_ca":false},{"name":"임효덕","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04782194944557821,"gpt":0.359237231752758,"spread":0.3114152823071798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001838323,0.0005944278,0.0004201424,0.001126745,0.002011285,0.002848701,0.0008081956,0.000807177,0.04779699],"category_scores_gemma":[0.008563284,0.0003483548,0.0006388726,0.0008595351,0.0009220439,0.002991111,0.001150027,0.00314169,0.02305605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120398,"about_ca_system_score_gemma":0.004349967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006937035,"about_ca_topic_score_gemma":0.00848337,"domain_scores_codex":[0.9986081,0.0003006469,0.0001567131,0.0002575626,0.0005432775,0.0001337795],"domain_scores_gemma":[0.9954025,0.0004314574,0.000350733,0.0001852055,0.00316016,0.000469973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001388652,0.0002525952,0.01172157,0.0008273799,0.00004405547,0.0005078019,0.007521952,0.0002817009,0.003175518,0.01928326,0.6375807,0.3186646],"study_design_scores_gemma":[0.00005237323,0.0001457056,0.02187952,0.0005795147,0.0000424726,0.0008768028,0.006575448,0.0004774141,0.002464856,0.007446717,0.9593612,0.00009805879],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08054814,0.01323259,0.03049734,0.1068298,0.02231153,0.003291449,0.008729668,0.001799897,0.7327594],"genre_scores_gemma":[0.3215417,0.0124012,0.04514907,0.01860938,0.002195949,0.002931403,0.005259343,0.0005598184,0.5913522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04779699,"threshold_uncertainty_score":0.1598969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2504015713","doi":"","title":"TAS-20의 한국판 3종간의 신뢰도 및 타당도 비교","year":2003,"lang":"ko","type":"article","venue":"精神身體醫學 = Korean journal of psychosomatic medicine","topic":"Diverse Approaches in Healthcare and Education Studies","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":"Psychology; Alexithymia; Toronto Alexithymia Scale; Cronbach's alpha; Scale (ratio); Developmental psychology; Psychometrics; Social psychology; Cartography; Geography","authors":[{"name":"정운선","is_ca":false},{"name":"Rim Hyo Deog","is_ca":false},{"name":"이양현","is_ca":false},{"name":"김상헌","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09238492502196094,"gpt":0.3715097550060422,"spread":0.2791248299840813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01031406,0.0009610164,0.0007996213,0.002713443,0.004563511,0.01092725,0.001972073,0.001844749,0.02274973],"category_scores_gemma":[0.02648092,0.0008211996,0.001585027,0.004158854,0.006323487,0.009814459,0.003935409,0.006386136,0.009598517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008884555,"about_ca_system_score_gemma":0.02287268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03156027,"about_ca_topic_score_gemma":0.02901973,"domain_scores_codex":[0.9903662,0.003877902,0.0008714137,0.001121642,0.003092433,0.0006703463],"domain_scores_gemma":[0.9802986,0.004047836,0.00115117,0.001001115,0.0111925,0.002308853],"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":[0.0002294688,0.0003054026,0.01796687,0.001222354,0.0001607522,0.0002275801,0.02949953,0.001250615,0.0009937742,0.3898323,0.2401764,0.318135],"study_design_scores_gemma":[0.00009065574,0.0002139727,0.02226139,0.001909128,0.0001923739,0.0004219655,0.02664074,0.002421828,0.001715736,0.1716848,0.7722605,0.0001869573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05612601,0.01002417,0.09137143,0.05489053,0.0080251,0.001239145,0.004529129,0.001961804,0.7718327],"genre_scores_gemma":[0.6060008,0.01569563,0.1720115,0.01368468,0.001451099,0.002821723,0.005860601,0.001426151,0.1810479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03156027,"threshold_uncertainty_score":0.07610542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981662788","doi":"","title":"공황장애환자에서 감정표현불능증에 대한 연구","year":2006,"lang":"ko","type":"article","venue":"精神身體醫學 = Korean journal of psychosomatic medicine","topic":"Psychosomatic Disorders and Their Treatments","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":"Psychology","authors":[{"name":"최영희","is_ca":false},{"name":"장혁진","is_ca":false},{"name":"김민숙","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01591499824515349,"gpt":0.2886204537950404,"spread":0.2727054555498869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090749,0.0003023357,0.0003859297,0.001063565,0.0009098705,0.001326679,0.0004034717,0.0003611964,0.007313872],"category_scores_gemma":[0.003788043,0.0001602222,0.0004511003,0.0007677458,0.0008266837,0.0009807242,0.0005680681,0.0009293398,0.001416819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745764,"about_ca_system_score_gemma":0.001797365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217,"about_ca_topic_score_gemma":0.02213998,"domain_scores_codex":[0.9992298,0.0001356198,0.00009490499,0.00009203227,0.0003624882,0.00008515118],"domain_scores_gemma":[0.9984302,0.000177635,0.0002935338,0.00004086458,0.0008176884,0.0002401355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006989688,0.0003245685,0.3862781,0.001105318,0.0005030027,0.001325031,0.01182541,0.00075614,0.006557852,0.01018366,0.06236249,0.5180795],"study_design_scores_gemma":[0.0001475204,0.0004106681,0.8734545,0.0005644268,0.0004036186,0.003592526,0.008668043,0.001471326,0.003537627,0.01122989,0.0963129,0.0002069997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366085,0.01129171,0.008691834,0.01471136,0.0015929,0.0009833934,0.00461326,0.00032995,0.2211772],"genre_scores_gemma":[0.9720373,0.002905034,0.00616292,0.000581748,0.0001550666,0.0002980962,0.001175093,0.00002705265,0.01665772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217,"threshold_uncertainty_score":0.02446735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}