{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":57,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":57,"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":"28ad905a36dd","filters":{"venue":"Psychiatry Investigation"}},"results":[{"id":"W2926974277","doi":"10.30773/pi.2018.12.21.2","title":"Review of Machine Learning Algorithms for Diagnosing Mental Illness","year":2019,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Mental Health via Writing","field":"Psychology","cited_by":237,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Ministry of Science and Technology; National Research Foundation","keywords":"Naive Bayes classifier; Machine learning; Algorithm; Support vector machine; Artificial intelligence; Computer science; Random forest; Mental health; Big data; Gradient boosting; Data mining; Medicine; Psychiatry","authors":[{"name":"Gyeongcheol Cho","is_ca":true},{"name":"Jinyeong Yim","is_ca":false},{"name":"Younyoung Choi","is_ca":false},{"name":"Jungmin Ko","is_ca":false},{"name":"Seoung‐Hwan Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03920398849542132,"gpt":0.3644642901111623,"spread":0.325260301615741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00229357,0.001204309,0.001323105,0.00440004,0.0004512399,0.001371036,0.001661851,0.001084677,0.002940262],"category_scores_gemma":[0.008688273,0.0004252061,0.001412337,0.004141875,0.0005223562,0.001970344,0.0005995409,0.001254469,0.001492975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007881086,"about_ca_system_score_gemma":0.001972607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316578,"about_ca_topic_score_gemma":0.002240103,"domain_scores_codex":[0.9984468,0.000484462,0.0002909936,0.0002027613,0.0005259966,0.00004911567],"domain_scores_gemma":[0.9955788,0.002887035,0.0002565087,0.000111653,0.001121413,0.00004455995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006053831,0.00006136202,0.001545487,0.01617148,0.0002617126,0.0001509004,0.0001083232,0.005169,0.0005246452,0.008714053,0.03223609,0.9349965],"study_design_scores_gemma":[0.00006114239,0.0004066761,0.007539717,0.02660367,0.001204539,0.002106556,0.0004156265,0.0345545,0.00263314,0.04557024,0.8787109,0.0001933494],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001380925,0.9547362,0.03420021,0.002783745,0.001345401,0.0000822189,0.0003786013,0.0001638491,0.004929014],"genre_scores_gemma":[0.01810946,0.9456521,0.03061722,0.001154599,0.001901645,0.0001463681,0.0008460136,0.00004164737,0.001530998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00440004,"threshold_uncertainty_score":0.01212972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119338963","doi":"10.4306/pi.2014.11.1.32","title":"Risk Factors for Suicidal Ideation among Patients with Complex Regional Pain Syndrome","year":2014,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministry of Education, Science and Technology; National Research Foundation of Korea; National Research Foundation","keywords":"Suicidal ideation; Hamd; Hamilton Anxiety Rating Scale; Pittsburgh Sleep Quality Index; Depression (economics); Anxiety; Complex regional pain syndrome; Medicine; Rating scale; Psychiatry; Global Assessment of Functioning; McGill Pain Questionnaire; Mini-international neuropsychiatric interview; Physical therapy; Clinical psychology; Psychology; Poison control; Sleep quality; Injury prevention; Schizophrenia (object-oriented programming); Visual analogue scale; Insomnia","authors":[{"name":"Do-Hyeong Lee","is_ca":false},{"name":"Eun Chung Noh","is_ca":false},{"name":"Yong Chul Kim","is_ca":false},{"name":"Jae Yeon Hwang","is_ca":false},{"name":"Sung Nyun Kim","is_ca":false},{"name":"Min Soo Byun","is_ca":false},{"name":"Do‐Hyung Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02027848875674165,"gpt":0.238382943359867,"spread":0.2181044546031254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004018,0.0002673138,0.0003245584,0.0004592225,0.0003137076,0.0004045212,0.0001389795,0.0003891771,0.00154433],"category_scores_gemma":[0.002455889,0.0001289547,0.0003873596,0.0004839344,0.0001641938,0.0002492915,0.0003062075,0.0004938165,0.0001675243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045649,"about_ca_system_score_gemma":0.0002160262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008102302,"about_ca_topic_score_gemma":0.001173979,"domain_scores_codex":[0.9997529,0.00008841283,0.00003394345,0.00002900664,0.00006291012,0.00003270885],"domain_scores_gemma":[0.9990504,0.0001373397,0.0005620116,0.00002795501,0.00007490909,0.0001472907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005917464,0.00002514476,0.9982662,0.000009139115,0.0000323343,0.0001204775,0.00004388294,0.00001864586,0.0001031838,0.000006994764,0.00006126897,0.00125356],"study_design_scores_gemma":[0.00001959888,0.0001823089,0.9974495,0.00001901544,0.00004012866,0.001678519,0.0001878995,0.0002489495,0.00003198909,0.00003106935,0.0001065364,0.000004565286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990149,0.0004882595,0.00004831205,0.0001067732,0.000007802867,0.00001030172,0.00007126229,0.00000263321,0.0002497371],"genre_scores_gemma":[0.9996012,0.0001378931,0.00006496723,0.00002816677,0.00001259065,0.000005788798,0.00009577125,4.55197e-7,0.00005319179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154433,"threshold_uncertainty_score":0.005166292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128523102","doi":"10.4306/pi.2008.5.4.203","title":"Peripheral Amino Acid Levels in Schizophrenia and Antipsychotic Treatment","year":2008,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Amino Acid Enzymes and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; National Alliance for Research on Schizophrenia and Depression","keywords":"Schizophrenia (object-oriented programming); Biomarker; Antipsychotic; Amino acid; Homocysteine; Medicine; Psychiatry; Haloperidol; Psychosis; Bioinformatics; Internal medicine; Psychology; Biology; Biochemistry; Dopamine","authors":[{"name":"Vincenzo De Luca","is_ca":true},{"name":"Emanuela Viggiano","is_ca":false},{"name":"Giovanni Messina","is_ca":false},{"name":"Alessandro Viggiano","is_ca":false},{"name":"Carol Borlido","is_ca":true},{"name":"Andrea Viggiano","is_ca":false},{"name":"Marcellino Monda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02102974393657671,"gpt":0.2435003714149635,"spread":0.2224706274783868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004587318,0.000262802,0.0007710632,0.0007341456,0.000193975,0.00053114,0.0001598446,0.0004094027,0.001583504],"category_scores_gemma":[0.0009573405,0.000125634,0.0002454762,0.001489551,0.0002648699,0.0002268426,0.0002648972,0.0004786377,0.0001880458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007039,"about_ca_system_score_gemma":0.0004413646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260619,"about_ca_topic_score_gemma":0.002946835,"domain_scores_codex":[0.9997233,0.00009010366,0.00005214825,0.0000450205,0.00007037178,0.00001904772],"domain_scores_gemma":[0.9994162,0.000158992,0.0002993906,0.00001508706,0.00006220867,0.00004808989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006879233,0.0002597585,0.5950019,0.005526106,0.001516957,0.003971232,0.0005456605,0.000749702,0.01695993,0.001001516,0.001595611,0.3659924],"study_design_scores_gemma":[0.00004446052,0.0006325901,0.983991,0.0007667437,0.000571424,0.004812632,0.0001721594,0.000284738,0.001031162,0.001172011,0.006492265,0.00002884544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.283158,0.7100023,0.0004677589,0.0009001584,0.00008456996,0.00001274045,0.0003720784,0.00002234402,0.004980116],"genre_scores_gemma":[0.8394378,0.1580621,0.0007929436,0.0002579631,0.0001052578,0.0000167466,0.0002751775,0.000004204175,0.001047728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002260619,"threshold_uncertainty_score":0.005297363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353031489","doi":"10.30773/pi.2021.0311","title":"Internet Addiction and Online Gaming Disorder in Children and Adolescents During COVID-19 Pandemic: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Psychiatry Investigation","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Addiction; Pandemic; Government (linguistics); Psychology; Coronavirus disease 2019 (COVID-19); Mental health; Psychiatry; Medicine; Internet privacy; Disease; Computer science; World Wide Web","authors":[{"name":"Patria Yudha Putra","is_ca":false},{"name":"Izzatul Fithriyah","is_ca":false},{"name":"Zulfa Zahra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05334965602156662,"gpt":0.3675579981995145,"spread":0.3142083421779479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002343868,0.0009384695,0.004331673,0.00748067,0.0005566265,0.002003484,0.001089082,0.001526677,0.003869095],"category_scores_gemma":[0.01258395,0.0006777234,0.005276739,0.007862023,0.0005380725,0.001608727,0.00104016,0.0009530095,0.0001797498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010129,"about_ca_system_score_gemma":0.007239934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052979,"about_ca_topic_score_gemma":0.03361164,"domain_scores_codex":[0.9980566,0.0004804522,0.0007575183,0.0001696803,0.0004470852,0.00008858909],"domain_scores_gemma":[0.9916313,0.0062075,0.00135762,0.00008813966,0.0005864402,0.0001288864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001121502,0.00003033124,0.001381154,0.9417035,0.004240179,0.0001585489,0.0002675992,0.00005913312,0.0001056396,0.0001707768,0.001588247,0.05018269],"study_design_scores_gemma":[0.000124279,0.0002017124,0.01027537,0.9145625,0.04724288,0.001004955,0.0006154465,0.00008030246,0.000128625,0.0002624202,0.02546062,0.00004077009],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009578099,0.9983608,0.00003361179,0.0001123346,0.00004706029,0.0001133536,0.0001598027,0.000003261162,0.0002119941],"genre_scores_gemma":[0.007733832,0.9915788,0.0001593622,0.0001977257,0.00003779809,0.0001352619,0.00009054154,0.00000168929,0.00006505319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01052979,"threshold_uncertainty_score":0.02093697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078837491","doi":"10.4306/pi.2012.9.4.325","title":"A Comparative Study on Alexithymia in Depressive, Somatoform, Anxiety, and Psychotic Disorders among Koreans","year":2012,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Korean National Police Agency; Kyungpook National University","keywords":"Alexithymia; Toronto Alexithymia Scale; Anxiety; Psychiatry; Clinical psychology; Psychology; Major depressive disorder; Depression (economics); Medicine; Cognition","authors":[{"name":"Sung Hwa Son","is_ca":false},{"name":"Hyunyoung Jo","is_ca":false},{"name":"Hyo Deog Rim","is_ca":false},{"name":"Ju Hee Kim","is_ca":false},{"name":"Hea Won Kim","is_ca":false},{"name":"Geum Ye Bae","is_ca":false},{"name":"Seung Jae Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02174210277469046,"gpt":0.2934551513286205,"spread":0.27171304855393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408488,0.0001730946,0.0002075187,0.000646862,0.0003222039,0.0002794184,0.00008319847,0.0001555966,0.0009929101],"category_scores_gemma":[0.0004763746,0.0001311569,0.0002465204,0.0004311198,0.0001971818,0.0002801517,0.0003142144,0.0001443559,0.00008909604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814283,"about_ca_system_score_gemma":0.0001701606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189382,"about_ca_topic_score_gemma":0.004139958,"domain_scores_codex":[0.9998798,0.00002504889,0.00002132064,0.00002680415,0.00001856289,0.00002837394],"domain_scores_gemma":[0.9997689,0.0000275848,0.00009362206,0.000008914894,0.00003144208,0.00006939766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001277068,0.00006267396,0.9944063,0.00002591173,0.00004635691,0.0002820674,0.0009256341,0.00001021682,0.001213306,0.00001957698,0.00004113627,0.002839032],"study_design_scores_gemma":[0.000007578707,0.0001823637,0.9976053,0.000007125324,0.00001715371,0.0005872492,0.001350503,0.00003092441,0.00005479265,0.000009202713,0.0001452213,0.000002492616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998057,0.00006783778,0.00001051365,0.000005195183,0.000001425988,0.000003173862,0.00002230142,2.055291e-7,0.00008372023],"genre_scores_gemma":[0.9997708,0.00008049694,0.00002907146,0.00001049506,0.000002442302,0.000003210835,0.00005442059,2.398216e-7,0.00004882894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189382,"threshold_uncertainty_score":0.004353285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892187057","doi":"10.30773/pi.2018.05.22","title":"Modified Criteria for Diagnosing “Cognitive Frailty”","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Korea Health Industry Development Institute; Ministry of Health and Welfare","keywords":"Memory span; Cognition; Dementia; Test (biology); Gerontology; Clinical Dementia Rating; Cognitive test; Medicine; Cognitive impairment; Psychology; Clinical psychology; Disease; Psychiatry; Working memory","authors":[{"name":"Chang Won Won","is_ca":false},{"name":"Yunhwan Lee","is_ca":false},{"name":"Sun Young Kim","is_ca":false},{"name":"Jinho Yoo","is_ca":false},{"name":"Miji Kim","is_ca":false},{"name":"Tze Pin Ng","is_ca":false},{"name":"Haena Kim","is_ca":false},{"name":"Sang Joon Son","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07090163676242574,"gpt":0.3581814833431478,"spread":0.2872798465807221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005289958,0.001616303,0.00129121,0.006729986,0.001299142,0.001031652,0.00308983,0.002284453,0.003991201],"category_scores_gemma":[0.01216061,0.0003346207,0.00274521,0.002568134,0.0007298242,0.001343563,0.002257738,0.002340944,0.001911433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747397,"about_ca_system_score_gemma":0.002994574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141108,"about_ca_topic_score_gemma":0.01968648,"domain_scores_codex":[0.9968697,0.0008282648,0.0008518148,0.00022071,0.0008498422,0.000379639],"domain_scores_gemma":[0.9947891,0.0006728511,0.0007805191,0.0002864698,0.003113473,0.0003574936],"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":[0.00191303,0.0005071618,0.1960334,0.002496732,0.001280738,0.003922481,0.001579785,0.003437701,0.006583409,0.02173575,0.271665,0.4888448],"study_design_scores_gemma":[0.001211753,0.001803541,0.4707451,0.004197425,0.001219625,0.03135689,0.001059697,0.009816865,0.004096713,0.03555728,0.4384099,0.0005251727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2542467,0.1058066,0.3147982,0.03075602,0.01520213,0.03024529,0.07783873,0.003430119,0.1676763],"genre_scores_gemma":[0.4583458,0.01722296,0.4062738,0.009830057,0.002532742,0.02084284,0.04913054,0.000267366,0.03555384],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01141108,"threshold_uncertainty_score":0.02797627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126332569","doi":"10.4306/pi.2010.7.2.79","title":"Psychosocial Factors Contributing to Suicidal Ideation in Hospitalized Schizophrenia Patients in Korea","year":2010,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Psychiatry; Psychosocial; Schizophrenia (object-oriented programming); Positive and Negative Syndrome Scale; Clinical psychology; Alcohol Use Disorders Identification Test; Depression (economics); Family history; Psychology; Medicine; Beck Hopelessness Scale; Beck Depression Inventory; Suicide prevention; Poison control; Injury prevention; Psychosis; Internal medicine; Medical emergency; Anxiety","authors":[{"name":"Sung‐Wan Kim","is_ca":false},{"name":"Su‐Jung Kim","is_ca":false},{"name":"Ji-Woong Mun","is_ca":false},{"name":"Kyung‐Yeol Bae","is_ca":false},{"name":"Jae‐Min Kim","is_ca":false},{"name":"Seon‐Young Kim","is_ca":false},{"name":"Su-Jin Yang","is_ca":false},{"name":"Il‐Seon Shin","is_ca":false},{"name":"Jin-Sang Yoon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01470672911405194,"gpt":0.2897603722806112,"spread":0.2750536431665592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533225,0.0002581848,0.0002762646,0.0004565693,0.0003005344,0.0003518253,0.000111883,0.0002104584,0.0007010231],"category_scores_gemma":[0.00101315,0.0001691546,0.0003940013,0.0004254131,0.0001584719,0.0002278444,0.0003418196,0.0003714205,0.00007506767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254819,"about_ca_system_score_gemma":0.0004577929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361767,"about_ca_topic_score_gemma":0.004715812,"domain_scores_codex":[0.9998009,0.0000567576,0.0000460823,0.0000233955,0.00003605452,0.00003680268],"domain_scores_gemma":[0.9994382,0.00003757441,0.0003503656,0.00001268079,0.00004856937,0.0001125218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007156187,0.00002921559,0.9976181,0.00002240133,0.00003976402,0.0001449112,0.00009884319,0.00002885226,0.0002452389,0.000007119017,0.00004479389,0.00164909],"study_design_scores_gemma":[0.000011328,0.0001173977,0.998637,0.00002039199,0.00002912672,0.0004358814,0.0004906107,0.0001286184,0.00003244035,0.00001781208,0.0000751548,0.000004300648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995193,0.0002389536,0.00002197234,0.00005670878,0.000003310327,0.000007357698,0.00005400853,0.000001183105,0.00009708694],"genre_scores_gemma":[0.9996643,0.0001454325,0.00004977194,0.00002292186,0.000004030248,0.000004370203,0.00007936628,3.868926e-7,0.00002932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361767,"threshold_uncertainty_score":0.004696071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012762387","doi":"10.30773/pi.2019.0258","title":"Standardized Patients or Conventional Lecture for Teaching Communication Skills to Undergraduate Medical Students: A Randomized Controlled Study","year":2020,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medical education; Communication skills; Medicine; Mathematics education; Psychology; Internal medicine","authors":[{"name":"Pierre A. Geoffroy","is_ca":false},{"name":"Julie Delyon","is_ca":false},{"name":"Marion Strullu","is_ca":false},{"name":"Alexy Tran‐Dinh","is_ca":false},{"name":"Henri Duboc","is_ca":false},{"name":"Lara Zafrani","is_ca":false},{"name":"Isabelle Étienne","is_ca":false},{"name":"Michel Lejoyeux","is_ca":false},{"name":"Pierre‐François Ceccaldi","is_ca":false},{"name":"Patrick Plaisance","is_ca":false},{"name":"Hugo Peyre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06446380565661813,"gpt":0.4262542587082023,"spread":0.3617904530515842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003717833,0.001874915,0.004589359,0.001109133,0.0007016837,0.001014318,0.001689,0.003274251,0.01088937],"category_scores_gemma":[0.005324166,0.0008799927,0.001666674,0.0008257146,0.001919556,0.001123779,0.000701132,0.002497833,0.0009064582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036655,"about_ca_system_score_gemma":0.002044911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462479,"about_ca_topic_score_gemma":0.002150925,"domain_scores_codex":[0.9965168,0.001944827,0.0003247694,0.0005217844,0.0003269322,0.0003648306],"domain_scores_gemma":[0.9956624,0.001989563,0.0007652945,0.0002563813,0.0002241409,0.001102298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9451397,0.04090104,0.0003854952,0.0007818899,0.0004323495,0.0000235522,0.00005806543,0.00007503169,0.0007908678,0.0000561271,0.0002099085,0.01114612],"study_design_scores_gemma":[0.8493752,0.1484674,0.001253319,0.0000493083,0.0002785272,0.000007176111,0.00003518543,0.0001551209,0.0001698409,0.00004250779,0.0001569065,0.000009547653],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811367,0.002834488,0.0007230953,0.0003280576,0.0008242131,0.01280006,0.0004119358,0.00009592708,0.0008455188],"genre_scores_gemma":[0.9617013,0.00262993,0.003533669,0.0006975781,0.001053798,0.02820827,0.0003467236,0.00001463108,0.001814112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088937,"threshold_uncertainty_score":0.03642863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108671895","doi":"10.4306/pi.2008.5.3.179","title":"The Relationship between Alexithymia and General Symptoms of Patients with Depressive Disorders","year":2008,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Kyungpook National University","keywords":"Alexithymia; Depression (economics); Toronto Alexithymia Scale; Anxiety; Clinical psychology; Depressive symptoms; Psychology; Psychiatry; Checklist; Medicine","authors":[{"name":"Ju Hee Kim","is_ca":false},{"name":"Seung Jae Lee","is_ca":false},{"name":"Hyo Deog Rim","is_ca":false},{"name":"Hea Won Kim","is_ca":false},{"name":"Geum Ye Bae","is_ca":false},{"name":"Sung Man Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01544427461003623,"gpt":0.2411917436083494,"spread":0.2257474689983132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004561939,0.0001683364,0.0002202831,0.0007368086,0.000261877,0.0003858412,0.0001726889,0.0002624142,0.001720143],"category_scores_gemma":[0.002666811,0.0001310924,0.0002502762,0.0006001767,0.0002663158,0.0002736911,0.0003821452,0.0003621474,0.0001216365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783747,"about_ca_system_score_gemma":0.0001746937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290729,"about_ca_topic_score_gemma":0.002168346,"domain_scores_codex":[0.9995831,0.0001186992,0.00007872874,0.00006527564,0.00009709869,0.00005713393],"domain_scores_gemma":[0.9982259,0.0003601639,0.0009863226,0.00004633892,0.0001691264,0.0002121677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003373938,0.000008691373,0.9990427,0.000007538691,0.00002735805,0.00003935087,0.00002292918,0.00001052803,0.0001084306,0.000003553725,0.00002335833,0.0006718207],"study_design_scores_gemma":[0.000002138443,0.00003304896,0.9995222,0.000003502967,0.000008734575,0.0002922273,0.00005214895,0.00003403097,0.00001643519,0.000005055401,0.00002968488,8.193015e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991568,0.0003362714,0.00004096934,0.00002879265,0.000004121527,0.000006700492,0.0000948729,0.000001846586,0.0003296121],"genre_scores_gemma":[0.9997119,0.00008524948,0.00005269904,0.000007253181,0.000004734481,0.00000283272,0.00009785895,3.658029e-7,0.00003705384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001720143,"threshold_uncertainty_score":0.005754411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385715892","doi":"10.30773/pi.2022.0297","title":"A Systematic Review of Pharmacological Treatments for Internet Gaming Disorder","year":2023,"lang":"en","type":"review","venue":"Psychiatry Investigation","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"CINAHL; Medicine; Addiction; Clinical trial; MEDLINE; PsycINFO; Psychological intervention; Psychiatry; Randomized controlled trial; Clinical psychology; Internal medicine","authors":[{"name":"Rafael Richard Clorado de Sá","is_ca":false},{"name":"Sophie G. Coelho","is_ca":true},{"name":"Puneet K. Parmar","is_ca":true},{"name":"Samantha Johnstone","is_ca":true},{"name":"Hyoun S. Kim","is_ca":true},{"name":"Hermano Tavares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08962914040788762,"gpt":0.4342528372961409,"spread":0.3446236968882533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005630604,0.001542261,0.007837369,0.01092546,0.0008178439,0.002272828,0.001909758,0.001617701,0.007668298],"category_scores_gemma":[0.02506013,0.0008429675,0.006338648,0.01022941,0.0007317163,0.001875677,0.001256682,0.001212806,0.000447257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003943846,"about_ca_system_score_gemma":0.01241766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008722212,"about_ca_topic_score_gemma":0.02844607,"domain_scores_codex":[0.9921726,0.003001565,0.002681309,0.000471063,0.001488125,0.0001853044],"domain_scores_gemma":[0.9854288,0.009871936,0.00284764,0.0001560349,0.001499983,0.0001956599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001289169,0.00001529588,0.0002660904,0.9640302,0.00510244,0.00008249011,0.0001135465,0.00005785038,0.00009517825,0.0001397238,0.001246238,0.02872206],"study_design_scores_gemma":[0.000285295,0.0002087633,0.00254584,0.9299694,0.04615517,0.0003092627,0.000240725,0.00007709296,0.0001262296,0.0002076122,0.01984692,0.00002768965],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008077192,0.9972082,0.0001417114,0.0002183198,0.0001238307,0.0005310001,0.0004629699,0.000008656993,0.0004976359],"genre_scores_gemma":[0.009014347,0.9884621,0.0008132033,0.000434129,0.0000752961,0.0007891821,0.00025479,0.00000450445,0.000152567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01092546,"threshold_uncertainty_score":0.02977782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942087375","doi":"10.30773/pi.2019.02.20","title":"Caregiver Burden and Quality of Life in Early and Late Stages of Idiopathic Parkinson’s Disease","year":2019,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Depression (economics); Medicine; Anxiety; Beck Depression Inventory; Caregiver burden; Disease; Rating scale; Parkinson's disease; Beck Anxiety Inventory; Physical therapy; Stage (stratigraphy); Montreal Cognitive Assessment; Hamilton Anxiety Rating Scale; Psychiatry; Psychology; Internal medicine; Cognitive impairment; Dementia","authors":[{"name":"Fatma Genç","is_ca":false},{"name":"Burcu Yüksel","is_ca":false},{"name":"Firdevs Ezgi Uçan Tokuç","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02166591821503031,"gpt":0.2662790887795155,"spread":0.2446131705644852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009623,0.0003752738,0.0004126071,0.0006149518,0.0004798922,0.0005023101,0.0001994849,0.0002792282,0.001310226],"category_scores_gemma":[0.003333151,0.0001554951,0.0004493589,0.0004958807,0.0001826139,0.0003806331,0.0006686437,0.0004511444,0.0001271617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738065,"about_ca_system_score_gemma":0.0001807661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491414,"about_ca_topic_score_gemma":0.002754735,"domain_scores_codex":[0.9994645,0.0002068313,0.00008100425,0.0000450517,0.000123181,0.00007948129],"domain_scores_gemma":[0.9982404,0.0002749317,0.0008847566,0.00003315894,0.0001918769,0.0003749812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002717143,0.00007467825,0.996025,0.00003456208,0.00007218679,0.0001454434,0.0002513271,0.00005809883,0.0001027005,0.00001015586,0.00009258975,0.002861514],"study_design_scores_gemma":[0.00001101046,0.0001812811,0.9989038,0.00002026429,0.00002334775,0.0003053379,0.0002522919,0.0001357733,0.00001925893,0.00001737542,0.0001261644,0.000004096863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998769,0.0007538797,0.00003299013,0.00004447413,0.000007341343,0.000007395007,0.00009440861,7.620488e-7,0.0002896962],"genre_scores_gemma":[0.9996048,0.0001493383,0.00003900705,0.000009436447,0.000006763311,0.000005491531,0.0001002209,3.140824e-7,0.00008472142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001491414,"threshold_uncertainty_score":0.005339503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904860767","doi":"10.30773/pi.2018.10.21.1","title":"Validation of the Korean Version of the Biological Rhythms Interview of Assessment in Neuropsychiatry","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Sleep and related disorders","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of British Columbia","funders":"Ministry of Health and Welfare; National Research Foundation; National Research Foundation of Korea; Arthritis National Research Foundation","keywords":"Neuropsychiatry; Psychology; Rhythm; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Chul‐Hyun Cho","is_ca":false},{"name":"Seo-Yeon Jung","is_ca":true},{"name":"Flávio Kapczinski","is_ca":true},{"name":"Adriane Ribeiro Rosa","is_ca":false},{"name":"Heon‐Jeong Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02550052895627796,"gpt":0.2950602589039965,"spread":0.2695597299477185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005301787,0.0005342843,0.0003617225,0.0006605453,0.000474621,0.0005096765,0.0004950339,0.0002238219,0.0009953931],"category_scores_gemma":[0.01001881,0.0002197153,0.0005884596,0.0005137892,0.0003427785,0.0005227402,0.001221742,0.0005909255,0.0002623644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504279,"about_ca_system_score_gemma":0.0009945068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004018784,"about_ca_topic_score_gemma":0.008417713,"domain_scores_codex":[0.9977371,0.0009664852,0.0005205524,0.0001887837,0.0004668723,0.0001202047],"domain_scores_gemma":[0.9953617,0.0007872644,0.001273274,0.000312878,0.001981994,0.0002828189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004693775,0.0002709609,0.9220354,0.0003032798,0.0002859677,0.0002652314,0.003970979,0.0002778273,0.003929113,0.0003720628,0.001889536,0.06593017],"study_design_scores_gemma":[0.0001118172,0.0004454151,0.9914038,0.0001735619,0.00007920821,0.0005897803,0.002320709,0.0005572013,0.000555657,0.0001972947,0.003538028,0.00002757301],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925108,0.0006757132,0.002621032,0.0002492864,0.0001220275,0.0006254327,0.001010671,0.00001479154,0.002170306],"genre_scores_gemma":[0.98487,0.0005493943,0.01057204,0.0002187865,0.00004164641,0.001104638,0.00189683,0.00001246469,0.0007342193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005301787,"threshold_uncertainty_score":0.02803886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102957480","doi":"10.4306/pi.2009.6.2.78","title":"Correlates of Metabolic Abnormalities in Bipolar I Disorder at Initiation of Acute Phase Treatment","year":2009,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Dyslipidemia; Bipolar disorder; Internal medicine; Body mass index; Diabetes mellitus; Obesity; Mood; Cohort; Mood disorders; Endocrinology; Psychiatry","authors":[{"name":"Byungsu Kim","is_ca":false},{"name":"Sangeok Kim","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Hui Joon Park","is_ca":false},{"name":"Seong Yoon Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01602038108810174,"gpt":0.2873436661848842,"spread":0.2713232850967825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004166565,0.0002475112,0.0003346941,0.0006479091,0.0005187906,0.0006763816,0.0002070714,0.0004156812,0.00211826],"category_scores_gemma":[0.002419379,0.0002529933,0.0002695935,0.0008928537,0.0002139455,0.0003221213,0.0003071,0.0008225541,0.0002635319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439126,"about_ca_system_score_gemma":0.0002467238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803829,"about_ca_topic_score_gemma":0.004232469,"domain_scores_codex":[0.9996806,0.00007118984,0.00005352139,0.00005191663,0.00007620239,0.00006662344],"domain_scores_gemma":[0.9972472,0.0002517595,0.001976163,0.00005540123,0.0001682335,0.0003012353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587095,0.00002702923,0.9988517,0.000005366683,0.00001653135,0.00006524542,0.00002402489,0.00001624991,0.000136097,0.000005143655,0.00004758104,0.0006461921],"study_design_scores_gemma":[0.000003390118,0.00005561559,0.999648,0.000004774782,0.00000651255,0.0001641961,0.00003779551,0.00002950321,0.00001535755,0.000003806215,0.00002977632,0.000001240061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985696,0.0004468036,0.00003639477,0.00005615523,0.00001042129,0.000009665851,0.0002354766,0.000003510455,0.0006318283],"genre_scores_gemma":[0.9993267,0.000158341,0.00005019077,0.00002619134,0.00002138399,0.000005890678,0.0003135072,0.000001512393,0.00009623342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002803829,"threshold_uncertainty_score":0.007086277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917976550","doi":"10.30773/pi.2018.12.25.1","title":"Visuo-Haptic-Based Multimodal Feedback Virtual Reality Solution to Improve Anxiety Symptoms: A Proof-of-Concept Study","year":2019,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Proof of concept; Haptic technology; Virtual reality; Anxiety; Computer science; Human–computer interaction; Psychology; Simulation; Psychiatry","authors":[{"name":"Young Im Kim","is_ca":false},{"name":"Seo-Yeon Jung","is_ca":true},{"name":"Seulki Min","is_ca":false},{"name":"Eunbi Seol","is_ca":false},{"name":"Sungho Seo","is_ca":false},{"name":"Ji‐Won Hur","is_ca":false},{"name":"Dooyoung Jung","is_ca":false},{"name":"Heon‐Jeong Lee","is_ca":false},{"name":"Sungkil Lee","is_ca":false},{"name":"Gerard Jounghyun Kim","is_ca":false},{"name":"Chung-Yean Cho","is_ca":false},{"name":"Seungmoon Choi","is_ca":false},{"name":"Seung-Moo Lee","is_ca":false},{"name":"Chul‐Hyun Cho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01716255733795536,"gpt":0.2741434738409461,"spread":0.2569809165029907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007909566,0.0005523376,0.0005314091,0.0003062886,0.0001528067,0.0003086813,0.0007408907,0.000590561,0.001680086],"category_scores_gemma":[0.0004432478,0.000137354,0.0006300411,0.000132077,0.0002987555,0.000457821,0.0002921528,0.0005702581,0.0001652384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071438,"about_ca_system_score_gemma":0.0002870448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003043105,"about_ca_topic_score_gemma":0.0002713051,"domain_scores_codex":[0.9997278,0.0000927055,0.00001379942,0.00003413803,0.00008413734,0.00004743548],"domain_scores_gemma":[0.9997998,0.00006103568,0.00003529026,0.00001114176,0.00004189056,0.00005095307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003899052,0.008963912,0.0004499414,0.002452707,0.0002312882,0.0003941635,0.0002197374,0.001238944,0.9304702,0.0003941997,0.0007508906,0.05053502],"study_design_scores_gemma":[0.0043983,0.3407131,0.0127327,0.0002335424,0.0008292009,0.001835286,0.000417194,0.009478911,0.6141612,0.000249227,0.01482846,0.0001228969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967789,0.006129849,0.02234923,0.0002987072,0.0002106596,0.001374551,0.0003277383,0.0001258897,0.00139439],"genre_scores_gemma":[0.9666325,0.004320827,0.02586973,0.0002405125,0.0001056267,0.0008542773,0.0001964478,0.00001748444,0.001762627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680086,"threshold_uncertainty_score":0.00562042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035765546","doi":"10.30773/pi.2020.0009","title":"The Relationship between Neuropsychiatric Symptoms and Default-Mode Network Connectivity in Alzheimer’s Disease","year":2020,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"NATIONAL HEALTH INSURANCE SERVICE ILSANHOSPITAL; National Health Insurance Service","keywords":"Default mode network; Irritability; Apathy; Precuneus; Dementia; Medicine; Psychiatry; Alzheimer's disease; Prefrontal cortex; Neuropsychiatry; Disease; Psychology; Neuroscience; Functional magnetic resonance imaging; Internal medicine; Anxiety","authors":[{"name":"Jung Suk Lee","is_ca":false},{"name":"Jong Hun Kim","is_ca":false},{"name":"Seon-Koo Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07693505974526095,"gpt":0.292369812164282,"spread":0.2154347524190211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002528428,0.0001350353,0.0001142077,0.000412247,0.0001768175,0.0001914048,0.0001248163,0.0001373256,0.0009888159],"category_scores_gemma":[0.001276503,0.00008275275,0.00009491136,0.0002057304,0.0001680421,0.0002081326,0.0002030044,0.0001170286,0.00004809544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724058,"about_ca_system_score_gemma":0.0001014585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777483,"about_ca_topic_score_gemma":0.004836005,"domain_scores_codex":[0.9999274,0.00002338218,0.000006965477,0.00001726302,0.00001150481,0.00001350325],"domain_scores_gemma":[0.999575,0.0001714916,0.0001462716,0.0000179082,0.00003955991,0.00004979963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004404705,0.00005577323,0.9788715,0.00003586243,0.0001172403,0.0003425569,0.0003326761,0.0003521236,0.009037713,0.0001079159,0.0001091997,0.01019685],"study_design_scores_gemma":[0.000006601852,0.00005409903,0.9984443,0.000003463369,0.00001744549,0.0004747417,0.00006167094,0.000504357,0.0002879936,0.0001091727,0.00003467096,0.000001601566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996027,0.00007114303,0.0001552525,0.000011805,4.362274e-7,0.000002054828,0.00003115154,0.000001647621,0.0001237546],"genre_scores_gemma":[0.9997341,0.00003280795,0.0001632622,0.000002655262,0.00000122717,0.000002490774,0.00003384949,4.069002e-7,0.00002916144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001777483,"threshold_uncertainty_score":0.003534257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201532907","doi":"10.30773/pi.2021.0072","title":"The Relationship of Smartphone Addiction and Alexithymia","year":2021,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":23,"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; Addiction; Clinical psychology; Correlation; Psychology; Smartphone addiction; Positive correlation; Medicine; Negative correlation; Psychiatry; Internal medicine","authors":[{"name":"İbrahi̇m Gündoğmuş","is_ca":false},{"name":"Mehmet Sinan Aydın","is_ca":false},{"name":"Ayhan Algül","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02486477488294073,"gpt":0.2938308281774329,"spread":0.2689660532944922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740301,0.0002302537,0.0002524343,0.0008984584,0.0003463049,0.0006454157,0.0002020789,0.0002832948,0.003954391],"category_scores_gemma":[0.00206602,0.0001477045,0.0003424847,0.0006295735,0.0003203688,0.0002558581,0.0005678589,0.0005253765,0.000231629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198513,"about_ca_system_score_gemma":0.0002527059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711816,"about_ca_topic_score_gemma":0.003744823,"domain_scores_codex":[0.9995275,0.00008627893,0.00007463558,0.00007271514,0.0001637268,0.0000752112],"domain_scores_gemma":[0.9985194,0.0002209543,0.0008425404,0.00004116159,0.0001649977,0.0002110592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003530789,0.000040733,0.9941956,0.00003849031,0.0000575748,0.0001836097,0.00009647328,0.00002423933,0.0005743701,0.00002424462,0.00007059764,0.004658714],"study_design_scores_gemma":[0.000001132288,0.00004524932,0.9989789,0.0000120751,0.00001287419,0.0005834576,0.0001267673,0.00005803056,0.00003722015,0.00002257796,0.0001200304,0.00000182404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976807,0.0005880001,0.00009858822,0.00009687536,0.000009663917,0.00001142242,0.0001174263,0.000007118085,0.001390327],"genre_scores_gemma":[0.9992809,0.0002887612,0.00009633083,0.00001825133,0.000008919504,0.000004248232,0.00007153479,9.453701e-7,0.0002301628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003954391,"threshold_uncertainty_score":0.01322871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900828617","doi":"10.30773/pi.2018.09.27.2","title":"Screening Tool for Anxiety Disorders: Development and Validation of the Korean Anxiety Screening Assessment","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Ministry of Health and Welfare","keywords":"Anxiety; Clinical psychology; Medicine; Psychology; Psychiatry","authors":[{"name":"Ye-Seul Kim","is_ca":false},{"name":"Yeonsoo Park","is_ca":false},{"name":"Gyeongcheol Cho","is_ca":true},{"name":"Kiho Park","is_ca":false},{"name":"Shin-Hyang Kim","is_ca":false},{"name":"Seung Yeon Baik","is_ca":false},{"name":"Cho Long Kim","is_ca":false},{"name":"Sooyun Jung","is_ca":false},{"name":"Won-Hye Lee","is_ca":false},{"name":"Younyoung Choi","is_ca":false},{"name":"Seung‐Hwan Lee","is_ca":false},{"name":"Kee‐Hong Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03998657780082299,"gpt":0.325159028411207,"spread":0.285172450610384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005978006,0.000709622,0.0005043381,0.00157707,0.0004024513,0.0005192974,0.0005242284,0.0002608138,0.00117112],"category_scores_gemma":[0.009363693,0.0002062157,0.001018296,0.0009309886,0.0002706288,0.0006260182,0.001164032,0.0007745218,0.0003039125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004763819,"about_ca_system_score_gemma":0.00187558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454068,"about_ca_topic_score_gemma":0.004276994,"domain_scores_codex":[0.9976957,0.0008416668,0.0005387631,0.0001655147,0.0006472964,0.0001109896],"domain_scores_gemma":[0.9941877,0.0009495284,0.001187337,0.000227745,0.003105494,0.0003422696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007001515,0.001009494,0.494919,0.002433161,0.0008652613,0.0004419438,0.001998791,0.001008285,0.00982816,0.001155573,0.006269304,0.4793709],"study_design_scores_gemma":[0.0002097635,0.001477704,0.9778487,0.0005992082,0.0005901417,0.001183669,0.001153991,0.00244026,0.00221295,0.0003733699,0.01182574,0.00008449324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561301,0.006105932,0.02132169,0.001128933,0.0005011354,0.005218496,0.003987163,0.0002011857,0.005405293],"genre_scores_gemma":[0.8956876,0.003759866,0.08578975,0.0005823629,0.0001186521,0.006399387,0.005653673,0.00003936793,0.001969315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005978006,"threshold_uncertainty_score":0.03161508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390720707","doi":"10.30773/pi.2023.0178","title":"Adolescent Screen Use: Problematic Internet Use and the Impact of Gender","year":2024,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Ottawa; Royal Ottawa Mental Health Centre; Toronto Metropolitan University","funders":"","keywords":"Addiction; Neglect; Screen time; The Internet; Odds ratio; Medicine; Psychology; Odds; Clinical psychology; Demography; Logistic regression; Psychiatry; Physical activity; Physical therapy","authors":[{"name":"Sheila Rejane Niskier","is_ca":false},{"name":"Lindsey A. Snaychuk","is_ca":true},{"name":"Hyoun S. Kim","is_ca":true},{"name":"Thiago T. da Silva","is_ca":false},{"name":"Maria Sylvia de Souza Vitalle","is_ca":false},{"name":"Hermano Tavares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05207929297064863,"gpt":0.3302708320189967,"spread":0.2781915390483481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000581946,0.0002397029,0.0002647192,0.0008690734,0.0003018096,0.0007951648,0.0002605491,0.0002510836,0.003158911],"category_scores_gemma":[0.003218734,0.0001470057,0.0003841463,0.0006524887,0.000429435,0.0005916187,0.0005805356,0.0003514249,0.0001491311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349635,"about_ca_system_score_gemma":0.0002432554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013337,"about_ca_topic_score_gemma":0.004405915,"domain_scores_codex":[0.9995489,0.0001564514,0.00003916872,0.00006310618,0.0001323322,0.00006002622],"domain_scores_gemma":[0.9978449,0.000611914,0.001143647,0.00005501716,0.0001141332,0.000230402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005235648,0.00005033244,0.9907604,0.0000478021,0.00002959081,0.000167269,0.001066306,0.00001738168,0.0002235386,0.0001635859,0.0001046613,0.007316878],"study_design_scores_gemma":[0.000001334887,0.00005019395,0.9974905,0.00006408778,0.00002035976,0.0004727866,0.001298953,0.00009174425,0.00005842586,0.00008011392,0.0003687225,0.000002738954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995872,0.001271789,0.0001158092,0.0001787027,0.00001602968,0.00001307759,0.0001649346,0.000003318971,0.002364368],"genre_scores_gemma":[0.9992399,0.0003966516,0.00007898465,0.00002191169,0.000008136519,0.000006237939,0.00005612335,0.000001685795,0.0001904426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003158911,"threshold_uncertainty_score":0.01056755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080536422","doi":"10.4306/pi.2013.10.4.365","title":"Examining Antecedents and Consequences of Gambling Passion: The Case of Gambling on Horse Races","year":2013,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Passion; Passions; Psychology; Social psychology; Structural equation modeling; Scale (ratio); Confirmatory factor analysis; Affect (linguistics); Theology","authors":[{"name":"Choong‐Ki Lee","is_ca":false},{"name":"Ki‐Joon Back","is_ca":false},{"name":"David C. Hodgins","is_ca":true},{"name":"Tae Kyung Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1745505139640562,"gpt":0.3853780946451368,"spread":0.2108275806810806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002458124,0.000333961,0.0003480097,0.001168636,0.001042257,0.001073338,0.0004665781,0.0007360227,0.002108148],"category_scores_gemma":[0.007218965,0.0003682544,0.0006899392,0.0005771869,0.001661359,0.0007829324,0.00121663,0.001105059,0.00008556351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009523,"about_ca_system_score_gemma":0.002133832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335311,"about_ca_topic_score_gemma":0.02850168,"domain_scores_codex":[0.9990607,0.0004942622,0.00004992528,0.00009650425,0.0001354325,0.0001632942],"domain_scores_gemma":[0.9946689,0.00235064,0.001915833,0.0002127282,0.0002636189,0.0005882966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000545708,0.0003072154,0.9921914,0.00002363954,0.00005563072,0.001073937,0.001533356,0.0002579777,0.0001922989,0.0008080528,0.00005392068,0.003447973],"study_design_scores_gemma":[0.000006376037,0.0001004605,0.9934709,0.00003486439,0.00004279871,0.000490783,0.002950754,0.001578605,0.00008448153,0.001089985,0.0001429054,0.000007069876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988368,0.00007224271,0.0001385732,0.0003014215,0.0000035242,0.00001281233,0.00000958398,0.000001423986,0.000623589],"genre_scores_gemma":[0.9995776,0.0001034999,0.0001972991,0.00002885665,0.000004605336,0.000008054162,0.00001652509,5.793054e-7,0.00006299622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335311,"threshold_uncertainty_score":0.02655077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790152177","doi":"10.30773/pi.2017.07.03","title":"Effects of Cognitive-Behavioral Therapy on Empathy in Patients with Chronic Pain","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Empathy and Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Empathy; Chronic pain; Cognitive behavioral therapy; Medicine; Cognition; Psychotherapist; Clinical psychology; Physical therapy; Psychology; Psychiatry","authors":[{"name":"Man-Kyu Song","is_ca":false},{"name":"Soo‐Hee Choi","is_ca":false},{"name":"Do-Hyeong Lee","is_ca":false},{"name":"Kyung-Jun Lee","is_ca":false},{"name":"Won Joon Lee","is_ca":false},{"name":"Do‐Hyung Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01474878705076677,"gpt":0.2930554461449804,"spread":0.2783066590942136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004553294,0.0002056475,0.0002827901,0.0001790838,0.0003246336,0.0001494484,0.0001474858,0.0002485268,0.001858412],"category_scores_gemma":[0.001766146,0.00005884576,0.0002488896,0.0001438659,0.0001727451,0.0000961686,0.0002613395,0.0004122077,0.00009117723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079686,"about_ca_system_score_gemma":0.000255453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005864353,"about_ca_topic_score_gemma":0.001274724,"domain_scores_codex":[0.9997332,0.0001610383,0.00001605752,0.00001416065,0.00003676153,0.0000388338],"domain_scores_gemma":[0.9995627,0.0002327291,0.00008906637,0.00001178098,0.00002108064,0.00008266253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0253774,0.03408906,0.07525758,0.002574963,0.001249957,0.0006601533,0.002754875,0.001387216,0.01893448,0.0002552807,0.002012466,0.8354466],"study_design_scores_gemma":[0.01402303,0.05901647,0.9140633,0.0006054341,0.0009566286,0.001254057,0.001086823,0.002218812,0.002579361,0.0004333237,0.003731949,0.00003072457],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953502,0.002071539,0.0001269848,0.0002891899,0.00002107091,0.00007425119,0.00001574737,0.000009072186,0.002041769],"genre_scores_gemma":[0.9984295,0.0007781046,0.0004161791,0.0001160759,0.00002423771,0.00006723675,0.00001574665,6.445231e-7,0.0001522629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001858412,"threshold_uncertainty_score":0.006217003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307113385","doi":"10.30773/pi.2022.0176","title":"Association of a History of Sleep Disorder With Risk of Mild Cognitive Impairment and Alzheimer’s Disease Dementia","year":2022,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Sleep and related disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; IXICO; DoD Alzheimer's Disease Neuroimaging Initiative; H. Lundbeck A/S; Servier; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; Biogen; Eli Lilly and Company; GE Healthcare; BioClinica; Alzheimer's Disease Neuroimaging Initiative; Hallym University; Merck; Alzheimer's Drug Discovery Foundation; AbbVie; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Dementia; Cognitive impairment; Association (psychology); Disease; Medicine; Alzheimer's disease; Sleep (system call); Cognition; Psychiatry; REM sleep behavior disorder; Gerontology; Psychology; Internal medicine; Computer science; Psychotherapist","authors":[{"name":"Young Min Choe","is_ca":false},{"name":"Guk‐Hee Suh","is_ca":false},{"name":"Jee Wook Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01060000616870289,"gpt":0.2351774261640462,"spread":0.2245774199953433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697623,0.0002170907,0.0001756082,0.0007614539,0.0003499513,0.000409463,0.0002430108,0.0003909649,0.002231957],"category_scores_gemma":[0.001701846,0.0001579461,0.0003234581,0.0004889066,0.0002300667,0.0002153248,0.0002823879,0.000409219,0.0001541398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161352,"about_ca_system_score_gemma":0.0003438244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0081191,"about_ca_topic_score_gemma":0.0144209,"domain_scores_codex":[0.999819,0.00004647018,0.00002468347,0.00003539434,0.00004058988,0.00003385033],"domain_scores_gemma":[0.9988601,0.0001895133,0.0005609595,0.00004003493,0.00007944361,0.0002699068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006586828,0.0000411101,0.9991209,0.000005215514,0.00003746156,0.00007113817,0.00002090432,0.00001154435,0.00008894553,0.000005026921,0.00002517587,0.0005067295],"study_design_scores_gemma":[0.000001687749,0.00005881496,0.9996828,0.000001917249,0.000008811628,0.0001440105,0.000026227,0.0000366677,0.00001107371,0.000005908861,0.00002148054,6.913381e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989206,0.0003496391,0.00002968943,0.00005387743,0.00000742102,0.00000513599,0.0001236588,0.000002289394,0.0005078188],"genre_scores_gemma":[0.9996592,0.00007497668,0.00003090589,0.00001395923,0.00001173029,0.000001733141,0.00007256296,3.854466e-7,0.0001347028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0081191,"threshold_uncertainty_score":0.01614368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132414876","doi":"10.4306/pi.2011.8.4.327","title":"Alexithymia and Acne Vulgaris: A Case Control Study","year":2011,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Acne; Toronto Alexithymia Scale; Medicine; Dermatology; Young adult; Clinical psychology; Psychiatry; Internal medicine","authors":[{"name":"Didem Sunay","is_ca":false},{"name":"Murat Baykır","is_ca":false},{"name":"Gülfem Ateş","is_ca":false},{"name":"Meral Ekşioğlu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02909620389236885,"gpt":0.2652898513783052,"spread":0.2361936474859363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672929,0.001252576,0.001283163,0.002726156,0.002914102,0.001649291,0.0009997131,0.002537453,0.004017638],"category_scores_gemma":[0.003947047,0.001451465,0.00112912,0.001936198,0.001613209,0.001414422,0.001314301,0.001512588,0.0005702776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009242244,"about_ca_system_score_gemma":0.0005684556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005683904,"about_ca_topic_score_gemma":0.005348132,"domain_scores_codex":[0.9977741,0.0005522743,0.0002394782,0.0006888249,0.0004673977,0.0002779824],"domain_scores_gemma":[0.9981325,0.0007007421,0.0003635371,0.0002867082,0.0001884566,0.000328075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009714766,0.004757526,0.8993427,0.0001830879,0.0004452045,0.08175042,0.002467314,0.00009752657,0.001702853,0.0004804136,0.0008200458,0.006981526],"study_design_scores_gemma":[0.000498702,0.00272757,0.8543845,0.0001011332,0.0003062558,0.1365781,0.002148299,0.001068359,0.0001888247,0.0003756585,0.001538314,0.00008413774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960555,0.001642976,0.0004291752,0.0001781111,0.00004605148,0.0001912896,0.00008848258,0.00001352072,0.001354822],"genre_scores_gemma":[0.998477,0.000581527,0.0002344188,0.0001393969,0.0001149051,0.00006006413,0.0001205239,0.000005233246,0.0002670285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005683904,"threshold_uncertainty_score":0.01344037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388879771","doi":"10.30773/pi.2023.0161","title":"Psychosocial Factors Influencing Quality of Life Among Medical Students","year":2023,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Chosun University","keywords":"Psychosocial; Quality of life (healthcare); Psychology; Gerontology; Medicine; Clinical psychology; Psychiatry; Psychotherapist","authors":[{"name":"Eun Hyun Seo","is_ca":false},{"name":"Seung-Gon Kim","is_ca":false},{"name":"Jae-Hon Lee","is_ca":true},{"name":"Chandlee C. Dickey","is_ca":true},{"name":"Mella Y. Kim","is_ca":true},{"name":"Ravneet Kaur Ghumman","is_ca":true},{"name":"Hyung‐Jun Yoon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1083792496920023,"gpt":0.4851678028061652,"spread":0.3767885531141629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009614936,0.0002335641,0.0002861657,0.0006565512,0.0004579343,0.0007750161,0.0001503538,0.0003065825,0.002868367],"category_scores_gemma":[0.004595235,0.000131604,0.000369211,0.0005104547,0.0003366485,0.0002688048,0.0006248314,0.0005230777,0.000250355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973583,"about_ca_system_score_gemma":0.0005842511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331953,"about_ca_topic_score_gemma":0.002137663,"domain_scores_codex":[0.9992555,0.0002304838,0.00007394507,0.00004788598,0.0001936965,0.0001984181],"domain_scores_gemma":[0.996958,0.0005467181,0.001339864,0.00006451291,0.0002991782,0.0007917879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002512736,0.0001425336,0.9955642,0.0000260041,0.00003501193,0.00003566808,0.000219206,0.00002085821,0.0001539835,0.00001239175,0.00007836346,0.003686738],"study_design_scores_gemma":[0.00000214094,0.00009495691,0.9991417,0.00001241404,0.00001019359,0.00005538202,0.0004340367,0.00004169588,0.00003274839,0.00001139665,0.0001611139,0.00000212383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988123,0.0003251486,0.00004272044,0.0001371232,0.000009143366,0.00001059864,0.00007058748,0.000001956945,0.0005903784],"genre_scores_gemma":[0.9996697,0.0001043361,0.00004197984,0.00002859314,0.000007305787,0.000005934496,0.00004161845,5.118375e-7,0.00009993806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002868367,"threshold_uncertainty_score":0.009595573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994936028","doi":"10.4306/pi.2011.8.2.113","title":"Reliability and Validity of the Child and Adolescent Functioning Impairment Scale in Children with Attention-Deficit/Hyperactivity Disorder","year":2011,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Layperson; Psychology; Attention deficit hyperactivity disorder; Clinical psychology; Scale (ratio); Developmental psychology; Attention deficit; Reliability (semiconductor); Internal consistency; Correlation; Psychometrics","authors":[{"name":"Joon-Ho Park","is_ca":false},{"name":"Soyoung Irene Lee","is_ca":false},{"name":"Russell Schachar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02029973032878631,"gpt":0.2466503026575705,"spread":0.2263505723287842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003861109,0.00056117,0.0006772475,0.001280565,0.000368902,0.0006749582,0.0005755893,0.0004312945,0.0009072778],"category_scores_gemma":[0.01253057,0.0004121676,0.0006742307,0.0006397039,0.0004705877,0.0005111775,0.0007267562,0.001025322,0.0003709552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005382267,"about_ca_system_score_gemma":0.0006115953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004781656,"about_ca_topic_score_gemma":0.006443787,"domain_scores_codex":[0.9975634,0.0006935108,0.0003791175,0.0003103143,0.0009091925,0.0001446267],"domain_scores_gemma":[0.9942952,0.001701004,0.00187186,0.0002549929,0.001469698,0.0004074122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009579781,0.00008531517,0.9930051,0.00002561692,0.00005839351,0.0000441001,0.0004057703,0.00007652986,0.0002359562,0.00001553091,0.0002467314,0.005705209],"study_design_scores_gemma":[0.00001478518,0.0001189391,0.9988878,0.00001615296,0.00001695162,0.0001394967,0.0002070043,0.0002732947,0.00009004322,0.00001190357,0.0002205759,0.000003102981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981461,0.000349052,0.0003040609,0.00005884469,0.0000300776,0.00009089747,0.0002902802,0.0000152185,0.0007154431],"genre_scores_gemma":[0.9973683,0.0002543955,0.001168714,0.00002291434,0.00001471497,0.0001588688,0.000757207,0.000009151697,0.0002457997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004781656,"threshold_uncertainty_score":0.02041978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131327580","doi":"10.4306/pi.2009.6.1.13","title":"Alexithymia and Stress Response Patterns among Patients with Depressive Disorders in Korea","year":2009,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Depression (economics); Clinical psychology; Toronto Alexithymia Scale; Psychosocial; Stressor; Psychiatry; Logistic regression; Medicine; Psychology; Internal medicine","authors":[{"name":"Hea Won Kim","is_ca":false},{"name":"Hyo Deog Rim","is_ca":false},{"name":"Ju Hee Kim","is_ca":false},{"name":"Seung Jae Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005204139260702063,"gpt":0.2248299358007632,"spread":0.2196257965400611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001959654,0.0001761836,0.0002010835,0.0004058569,0.0002482592,0.0003096443,0.0001155398,0.0001514667,0.0006907656],"category_scores_gemma":[0.0006725759,0.0001479332,0.0002147929,0.0003785134,0.0001447841,0.0001834082,0.0002871589,0.0001925849,0.00008308818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481174,"about_ca_system_score_gemma":0.000177405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293628,"about_ca_topic_score_gemma":0.004226975,"domain_scores_codex":[0.9998249,0.0000424898,0.00003331146,0.00003453602,0.00002855757,0.00003625219],"domain_scores_gemma":[0.9997241,0.00002479394,0.000159594,0.000008782317,0.00003013665,0.00005260664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004434773,0.00001912983,0.9983343,0.0000076143,0.00002409786,0.00008502847,0.00009732176,0.00001116306,0.0003356616,0.000005695515,0.00003011457,0.001005474],"study_design_scores_gemma":[0.000005491762,0.00006739968,0.9990873,0.000005432266,0.00001088501,0.000392833,0.0002719366,0.00006589885,0.00002865268,0.000008630993,0.00005381438,0.000001760068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997841,0.00006985763,0.00001680896,0.00001199212,0.000001280514,0.00000406028,0.00003487238,5.064392e-7,0.00007653818],"genre_scores_gemma":[0.9998479,0.00004121258,0.00002501265,0.000007846588,0.000001133262,0.00000227605,0.00005005008,2.022472e-7,0.00002427027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293628,"threshold_uncertainty_score":0.00456059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185466477","doi":"10.30773/pi.2021.0014","title":"The Economic Impact of Providing Evidence-Based Pediatric Mental Health Literacy Training to Primary Care Physicians","year":2021,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Referral; Mental health; Ambulatory; Family medicine; Psychiatry","authors":[{"name":"Eden McCaffrey","is_ca":true},{"name":"Samuel Chang","is_ca":true},{"name":"Geraldine Farrelly","is_ca":true},{"name":"Abdul Rahman","is_ca":true},{"name":"Blair Ritchie","is_ca":true},{"name":"Roxanne Goldade","is_ca":true},{"name":"David Cawthorpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05484386404871609,"gpt":0.3882416535417811,"spread":0.333397789493065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01446266,0.0003055324,0.0005068127,0.00204449,0.0002548805,0.002170483,0.0008654984,0.001102289,0.004762052],"category_scores_gemma":[0.06730331,0.0002054962,0.0009732493,0.001735943,0.0006477556,0.001033652,0.00128452,0.0009307403,0.0001667047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439816,"about_ca_system_score_gemma":0.008005164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004752452,"about_ca_topic_score_gemma":0.008458194,"domain_scores_codex":[0.9865723,0.008956349,0.001142771,0.0002734004,0.002400889,0.0006542914],"domain_scores_gemma":[0.9341738,0.04872958,0.009660817,0.0006262168,0.005115922,0.001693781],"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":[0.00301165,0.001191675,0.06068133,0.08164174,0.004299597,0.0004325969,0.0003428256,0.004465138,0.0004168841,0.004752671,0.01132144,0.8274424],"study_design_scores_gemma":[0.003286489,0.008014645,0.4912322,0.3627084,0.0118039,0.001506584,0.002082999,0.002688344,0.001471289,0.003875328,0.1112385,0.00009130806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1034002,0.8147008,0.0009692287,0.06051302,0.001423407,0.0004402659,0.001059905,0.00002635629,0.01746675],"genre_scores_gemma":[0.5692515,0.4203061,0.002715181,0.004868508,0.001620104,0.0002324483,0.0004182462,0.00000781158,0.0005801488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01446266,"threshold_uncertainty_score":0.07648677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131292814","doi":"10.30773/pi.2020.0349","title":"The Temporal Hyper-Morbidity of Asthma and Attention Deficit Disorder: Implications for Interpretation Based on Comparison of Prospective and Cross-Sectional Population Samples","year":2021,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":11,"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; University of Calgary","funders":"","keywords":"Asthma; Medicine; Prospective cohort study; Attention deficit hyperactivity disorder; Cohort; Population; Odds ratio; Cross-sectional study; Cohort study; Pediatrics; Psychiatry; Demography; Internal medicine; Environmental health; Pathology","authors":[{"name":"Pang Hua Chai","is_ca":true},{"name":"Sam Yeol Chang","is_ca":true},{"name":"David Cawthorpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04931742441192403,"gpt":0.3647290682581771,"spread":0.3154116438462531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03240177,0.0004748378,0.0006509601,0.002016464,0.0008130519,0.001983889,0.001429889,0.0005864959,0.002217768],"category_scores_gemma":[0.0803266,0.0005735188,0.001508428,0.002880502,0.0008797198,0.001673075,0.001928001,0.001117545,0.0002287803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006118996,"about_ca_system_score_gemma":0.0009440967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425113,"about_ca_topic_score_gemma":0.01232057,"domain_scores_codex":[0.9821114,0.011552,0.001857407,0.002609441,0.001384771,0.0004849892],"domain_scores_gemma":[0.9288238,0.04444962,0.01528695,0.007606502,0.002651038,0.001182013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500981,0.00001369059,0.9962808,0.00005084303,0.0004560751,0.00008041517,0.0002272864,0.0001248037,0.0001176031,0.0001793591,0.0002298194,0.001989196],"study_design_scores_gemma":[0.00002302274,0.0001219852,0.995894,0.0000720601,0.0002433892,0.0002737639,0.0005791413,0.001626099,0.0001658805,0.000383989,0.0006094564,0.000007212813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97382,0.005097568,0.01197504,0.001420351,0.0004309806,0.000188558,0.003777849,0.00008575476,0.003203975],"genre_scores_gemma":[0.9942963,0.000575671,0.002681371,0.0003843315,0.0000880711,0.0001257563,0.001613399,0.0000196516,0.0002154369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03240177,"threshold_uncertainty_score":0.171359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994437238","doi":"10.30773/pi.2019.0063","title":"The Relationship between 10 Years Risk of Cardiovascular Disease and Schizophrenia Symptoms: Preliminary Results","year":2019,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Framingham Risk Score; Disease; Internal medicine; Antipsychotic; Depression (economics); Population; Psychiatry","authors":[{"name":"Esin Evren Kılıçaslan","is_ca":false},{"name":"Merve Karakılıç","is_ca":false},{"name":"Almıla Erol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02261795833931942,"gpt":0.265369279668811,"spread":0.2427513213294915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682765,0.0002363011,0.0001142815,0.0002402128,0.0001732627,0.0001896925,0.00011038,0.0002279205,0.001998978],"category_scores_gemma":[0.0009147296,0.0001147774,0.000240121,0.0001985012,0.00009715246,0.0001281469,0.0001960465,0.0002835839,0.00017533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221096,"about_ca_system_score_gemma":0.000176634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218848,"about_ca_topic_score_gemma":0.003621144,"domain_scores_codex":[0.9998811,0.00003640866,0.00001128,0.00002256564,0.00002827193,0.00002027261],"domain_scores_gemma":[0.9994596,0.0001256291,0.0002005607,0.0000196292,0.00005409365,0.0001405336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003170791,0.00005374015,0.9970415,0.00001121793,0.00004569134,0.0000599242,0.00005720494,0.00004141398,0.000415812,0.000007622767,0.00004729809,0.001901465],"study_design_scores_gemma":[0.000007081383,0.0002283677,0.9993788,0.000002571898,0.00001725059,0.0001245844,0.00003272887,0.00007149617,0.00005964717,0.000009072,0.00006669186,0.000001615773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999249,0.0002192802,0.00008113127,0.00002498982,0.000002991308,0.000004987999,0.000177198,0.0000022692,0.0002380137],"genre_scores_gemma":[0.9992597,0.0001367781,0.0001426025,0.00001024873,0.000007741996,0.000006609544,0.000217194,6.567342e-7,0.0002185991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00218848,"threshold_uncertainty_score":0.006687284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390744548","doi":"10.30773/pi.2023.0305","title":"Anxiety Symptoms and Associated Psychological and Job-Related Factors Among Hospital Nurses","year":2024,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Chosun University","keywords":"Anxiety; Burnout; Happiness; Clinical psychology; Medicine; Demographics; Depression (economics); Logistic regression; Psychiatry; Association (psychology); Hospital Anxiety and Depression Scale; Psychology; Demography","authors":[{"name":"Eun Hyun Seo","is_ca":false},{"name":"Jae-Hon Lee","is_ca":true},{"name":"Arlene G. MacDougall","is_ca":true},{"name":"Nancy Liu","is_ca":true},{"name":"Alexander Hofkirchner","is_ca":true},{"name":"Simran Sharma","is_ca":true},{"name":"Mohamad Elfakhani","is_ca":true},{"name":"Hyung‐Jun Yoon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02720929682826706,"gpt":0.3798261786678911,"spread":0.3526168818396241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003316044,0.0001716329,0.0001766217,0.0004474406,0.0002414311,0.0003338677,0.0001129021,0.0002002585,0.0008655913],"category_scores_gemma":[0.001394179,0.0001149044,0.0002694702,0.0003216327,0.0001570117,0.0001727846,0.000304767,0.0002606701,0.00006336284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130197,"about_ca_system_score_gemma":0.0002777056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299824,"about_ca_topic_score_gemma":0.003419649,"domain_scores_codex":[0.9997039,0.00007602183,0.00005036807,0.00002874288,0.00007609698,0.00006469103],"domain_scores_gemma":[0.9991179,0.00009589655,0.0005439877,0.00001643381,0.00008843913,0.0001372751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004401858,0.00005033465,0.9966937,0.00004686249,0.00003290629,0.00009304623,0.0001331664,0.00001664502,0.0002341233,0.000006119892,0.0000614345,0.002587544],"study_design_scores_gemma":[0.00000259543,0.00007081721,0.9992793,0.000017111,0.00001181357,0.000192644,0.000310691,0.00003727661,0.00002161146,0.000006195911,0.00004786028,0.000002065221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999106,0.0005213573,0.00003102518,0.00005365273,0.000004747907,0.000006294515,0.00005007857,0.000001639225,0.0002252821],"genre_scores_gemma":[0.9996434,0.0001912911,0.00003717277,0.00001862129,0.000006862003,0.000005013851,0.00005723544,2.535896e-7,0.0000400981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002299824,"threshold_uncertainty_score":0.004572928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041132543","doi":"10.4306/pi.2014.11.3.325","title":"Metabolic Syndrome and Suicidal Ideation in Korean Based on the 2010 Korean National Health and Nutrition Examination Survey","year":2014,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Suicidal ideation; National Health and Nutrition Examination Survey; Waist; Metabolic syndrome; Medicine; Logistic regression; Triglyceride; Psychiatry; Internal medicine; Clinical psychology; Poison control; Injury prevention; Environmental health; Cholesterol; Body mass index; Obesity","authors":[{"name":"Sun‐Mi Kim","is_ca":false},{"name":"Cheol-Soon Lee","is_ca":false},{"name":"Chul‐Soo Park","is_ca":false},{"name":"Bong‐Jo Kim","is_ca":false},{"name":"Boseok Cha","is_ca":false},{"name":"So-Jin Lee","is_ca":false},{"name":"Ji-Yeong Seo","is_ca":false},{"name":"Jae Min Kim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04074957635508032,"gpt":0.3021796732668587,"spread":0.2614300969117784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004624799,0.000240365,0.0002461535,0.0007476367,0.0001740672,0.0003177962,0.0001833954,0.0001926275,0.0008988553],"category_scores_gemma":[0.0008215025,0.0001969646,0.0004898354,0.0008192461,0.00009426574,0.0002569097,0.0002515084,0.0005242671,0.0001033993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482313,"about_ca_system_score_gemma":0.0002569895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838435,"about_ca_topic_score_gemma":0.01617621,"domain_scores_codex":[0.9997988,0.00004928054,0.00005579804,0.000028007,0.00004068459,0.00002752534],"domain_scores_gemma":[0.9994103,0.00003844605,0.0003153145,0.00003039755,0.0001051203,0.0001004957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007216744,0.00003463477,0.9983547,0.00001692778,0.00008612659,0.00004104274,0.0000497563,0.00002611003,0.0001432024,0.00001558414,0.0001155054,0.001044119],"study_design_scores_gemma":[0.000004901141,0.00004018603,0.9994386,0.0000108669,0.00004238581,0.0001094393,0.0001236694,0.00007768313,0.00002153047,0.000007313912,0.000120793,0.000002549525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980465,0.0004529705,0.00005052853,0.00007594372,0.00001043158,0.00002150586,0.0009304141,0.000002404144,0.0004091252],"genre_scores_gemma":[0.9979691,0.0004108266,0.0001541942,0.00005056004,0.000007677945,0.00002119466,0.001148452,0.000001356583,0.0002364576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00838435,"threshold_uncertainty_score":0.01667106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286485203","doi":"10.30773/pi.2022.0102","title":"Design and Methods of a Prospective Smartphone App-Based Study for Digital Phenotyping of Mood and Anxiety Symptoms Mixed With Centralized and Decentralized Research Form: The Search Your Mind (S.Y.M., 心) Project","year":2022,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Mood; Anxiety; Psychology; Applied psychology; Computer science; Psychotherapist; Clinical psychology; Psychiatry","authors":[{"name":"Ye-Won Kang","is_ca":false},{"name":"Tai hui Sun","is_ca":false},{"name":"Ga-Yeong Kim","is_ca":false},{"name":"Ho-Young Jung","is_ca":false},{"name":"Hyun-Jin Kim","is_ca":false},{"name":"Seulki Lee","is_ca":false},{"name":"Yu Rang Park","is_ca":false},{"name":"Jaiden Tu","is_ca":true},{"name":"Jae-Hon Lee","is_ca":true},{"name":"Kwang‐Yeon Choi","is_ca":false},{"name":"Chul‐Hyun Cho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09717688378247856,"gpt":0.4387652805267191,"spread":0.3415883967442406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01892582,0.001596253,0.001403128,0.001637848,0.002591445,0.001313508,0.001409833,0.001862307,0.01141447],"category_scores_gemma":[0.01550408,0.001248594,0.001564238,0.001132898,0.001466021,0.00104286,0.001546594,0.001497038,0.002119566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612605,"about_ca_system_score_gemma":0.006348762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562287,"about_ca_topic_score_gemma":0.004604846,"domain_scores_codex":[0.9856738,0.009325858,0.0009089449,0.001902293,0.001362619,0.0008263001],"domain_scores_gemma":[0.9916965,0.003077304,0.000924066,0.001734814,0.001767798,0.0007994349],"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":[0.08335998,0.1666058,0.2196836,0.007625985,0.002267199,0.003967245,0.01999831,0.0064107,0.02078635,0.02516497,0.01680677,0.427323],"study_design_scores_gemma":[0.09314124,0.3838949,0.3354214,0.002557459,0.002609369,0.001702498,0.01761089,0.01480018,0.01221862,0.02953367,0.1058475,0.0006622054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.3197251,0.0006472846,0.07519571,0.0009724026,0.000669002,0.5946606,0.002746098,0.0001650844,0.005218778],"genre_scores_gemma":[0.1666823,0.0002477243,0.08517451,0.00146038,0.0002131106,0.7416571,0.0006832197,0.00002898433,0.003852645],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01892582,"threshold_uncertainty_score":0.1000905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788722057","doi":"10.30773/pi.2017.05.01","title":"Korean Guidelines for the Pharmacological Treatment of Social Anxiety Disorder: Initial Treatment Strategies","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Venlafaxine; Escitalopram; Paroxetine; Sertraline; Social anxiety; Pharmacotherapy; Anxiety; Medicine; Guideline; Psychiatry; Risperidone; Fluoxetine; Psychotropic drug; Reuptake inhibitor; dup; Psychology; Drug; Internal medicine; Antidepressant; Schizophrenia (object-oriented programming); Serotonin","authors":[{"name":"Hyung-Kun Yoon","is_ca":false},{"name":"Dong Jae Oh","is_ca":false},{"name":"Ho-Suk Suh","is_ca":false},{"name":"Kyoung‐Uk Lee","is_ca":false},{"name":"Se-Won Lim","is_ca":false},{"name":"Jun Yeob Lee","is_ca":true},{"name":"Jong‐Chul Yang","is_ca":false},{"name":"Jae-Hon Lee","is_ca":true},{"name":"Juwon Ha","is_ca":false},{"name":"Bun-Hee Lee","is_ca":false},{"name":"Seung‐Gul Kang","is_ca":false},{"name":"Ho‐Kyoung Yoon","is_ca":false},{"name":"Ji Hyun Moon","is_ca":false},{"name":"Seung‐Min Bae","is_ca":false},{"name":"Young-Do Kwon","is_ca":false},{"name":"Hyun-Chung Kim","is_ca":false},{"name":"Kang‐Seob Oh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1432805531026486,"gpt":0.446526759425903,"spread":0.3032462063232544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005736555,0.0004855215,0.0004398205,0.001299034,0.0009420777,0.001056135,0.00159794,0.001118993,0.002058311],"category_scores_gemma":[0.01195552,0.0002007912,0.0006176655,0.0009921858,0.0005329255,0.001014798,0.001020026,0.001600285,0.0009017857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814086,"about_ca_system_score_gemma":0.01248208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007997405,"about_ca_topic_score_gemma":0.01510626,"domain_scores_codex":[0.9951534,0.001878651,0.001829015,0.0001953074,0.0007454836,0.0001980994],"domain_scores_gemma":[0.9896988,0.001332028,0.002064349,0.0002820535,0.005870028,0.0007527368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002867443,0.0006339153,0.04115415,0.01024281,0.0001554286,0.001835032,0.002612012,0.0005801475,0.003077821,0.004976857,0.1587697,0.7756754],"study_design_scores_gemma":[0.00091904,0.000791611,0.1417443,0.03909596,0.00110676,0.01049293,0.01430629,0.002611294,0.004515592,0.007411506,0.7767514,0.0002534662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1144181,0.4570542,0.04036675,0.2644847,0.006730721,0.006061478,0.004033422,0.0007757333,0.1060748],"genre_scores_gemma":[0.5240749,0.1990487,0.2116249,0.04182236,0.001804122,0.003690646,0.005313187,0.0001501418,0.01247109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007997405,"threshold_uncertainty_score":0.03033817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317910298","doi":"10.30773/pi.2021.0383","title":"Structural and Functional Neural Alterations in Internet Addiction: A Study Protocol for Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Meta-analysis; Neuroimaging; Addiction; Web of science; Functional neuroimaging; Functional connectivity; Cochrane Library; The Internet; Field (mathematics); Systematic review; Computer science; Medicine; MEDLINE; Psychology; Neuroscience; Data science; World Wide Web; Pathology; Political science; Mathematics","authors":[{"name":"Jun-Li Liu","is_ca":false},{"name":"Jing-Ting Sun","is_ca":false},{"name":"Hui-Lin Hu","is_ca":false},{"name":"Hao-Yuan Wang","is_ca":true},{"name":"Yun-Xi Kang","is_ca":false},{"name":"Tian-Qi Chen","is_ca":false},{"name":"Zhuhong Chen","is_ca":false},{"name":"Yu‐Xuan Shang","is_ca":false},{"name":"Yu-Ting Li","is_ca":false},{"name":"Bo Hu","is_ca":false},{"name":"Rui Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1530538709324912,"gpt":0.3589340607903309,"spread":0.2058801898578397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05262732,0.004991533,0.018882,0.009359148,0.00257002,0.004619264,0.003560803,0.004568952,0.04268865],"category_scores_gemma":[0.0743527,0.003853791,0.02540013,0.008839552,0.002465771,0.004298518,0.002958169,0.004058439,0.003809556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008077221,"about_ca_system_score_gemma":0.02377172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006423283,"about_ca_topic_score_gemma":0.01662418,"domain_scores_codex":[0.974703,0.01036212,0.009231114,0.002535266,0.002241624,0.0009268798],"domain_scores_gemma":[0.9723185,0.01286872,0.005316562,0.003991437,0.004867586,0.0006371261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01199327,0.0003153741,0.002535565,0.894408,0.03690765,0.0007127512,0.001171989,0.001940351,0.001843839,0.003315591,0.0183432,0.02651243],"study_design_scores_gemma":[0.108808,0.003829364,0.02567042,0.4190702,0.2455115,0.0008903012,0.00167335,0.00526951,0.00395202,0.02346425,0.1607885,0.001072645],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002026739,0.009692559,0.007950069,0.0006386053,0.0004174801,0.9659142,0.01230583,0.0003119264,0.000742545],"genre_scores_gemma":[0.001589234,0.001343091,0.004631235,0.0001871506,0.00002268964,0.9911565,0.0007697179,0.00001601393,0.0002845014],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05262732,"threshold_uncertainty_score":0.2783232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2289678423","doi":"10.4306/pi.2015.12.4.483","title":"Reliability and Validity of the Korean Version of the Modified Adult Attachment Scale for the Use of Medically Ill Patients","year":2015,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Cancer survivorship and care","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":"Hospital Anxiety and Depression Scale; Cronbach's alpha; Construct validity; Psychosocial; Reliability (semiconductor); Scale (ratio); Psychology; Clinical psychology; Breast cancer; Anxiety; Validity; Medicine; Psychometrics; Psychiatry; Cancer; Internal medicine; Cartography; Physics","authors":[{"name":"Byunggu Jang","is_ca":false},{"name":"Hyo-Deog Rim","is_ca":false},{"name":"Jungmin Woo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05018287932585524,"gpt":0.2776449050767107,"spread":0.2274620257508554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004384723,0.0003223554,0.0003481587,0.0007530166,0.0003904289,0.000527362,0.000396345,0.0003243035,0.001453366],"category_scores_gemma":[0.01463667,0.0001715992,0.0009411335,0.0005833455,0.0002919863,0.000549013,0.0009795752,0.0005095536,0.0002325861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530352,"about_ca_system_score_gemma":0.000502363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675528,"about_ca_topic_score_gemma":0.003005979,"domain_scores_codex":[0.9979022,0.0007235886,0.0004449596,0.000233596,0.0005846951,0.0001111265],"domain_scores_gemma":[0.9960406,0.0008972091,0.001306461,0.0002934105,0.0012304,0.0002320028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002640075,0.0001353065,0.9381887,0.0002343301,0.0003808941,0.0001433104,0.002218916,0.0003125983,0.001292547,0.0002071511,0.001727103,0.05489509],"study_design_scores_gemma":[0.00002508327,0.0001742044,0.9951482,0.0001264918,0.00007359304,0.0004061511,0.001304103,0.0005495062,0.0001857848,0.0001210623,0.00186655,0.00001920884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942042,0.001164746,0.001306848,0.0003452721,0.0001404743,0.0001942976,0.0007206817,0.00001152968,0.001912078],"genre_scores_gemma":[0.9961803,0.000391291,0.00225345,0.00007694991,0.00002402159,0.000197417,0.000535182,0.000005826462,0.0003356649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004384723,"threshold_uncertainty_score":0.02318895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313261900","doi":"10.30773/pi.2022.0142","title":"Parental Psychological Aggression and Phubbing in Adolescents: A Moderated Mediation Model","year":2022,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas College; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Natural Science Foundation of Shandong Province; China Postdoctoral Science Foundation; Ministry of Education of the People's Republic of China; International Business Machines Corporation","keywords":"Aggression; Moderated mediation; Mediation; Psychology; Developmental psychology; Clinical psychology; Social psychology","authors":[{"name":"Tingting Gao","is_ca":true},{"name":"Songli Mei","is_ca":false},{"name":"Hua Cao","is_ca":false},{"name":"Leilei Liang","is_ca":false},{"name":"Chengchao Zhou","is_ca":false},{"name":"Xiangfei Meng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02738000998550666,"gpt":0.2982570575748367,"spread":0.2708770475893301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003367937,0.001702046,0.0008039637,0.001057232,0.0008901101,0.001844381,0.001478836,0.0008665633,0.007552575],"category_scores_gemma":[0.008432128,0.0007671528,0.001684068,0.0005555847,0.0009525556,0.001240183,0.002143601,0.001576861,0.0002720099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555136,"about_ca_system_score_gemma":0.002324173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091051,"about_ca_topic_score_gemma":0.008235179,"domain_scores_codex":[0.9974028,0.001627372,0.00008392039,0.0003656402,0.0002421869,0.0002779601],"domain_scores_gemma":[0.9959553,0.002490741,0.0006377904,0.0002467416,0.000290832,0.000378512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005785436,0.001698237,0.9354156,0.0003634997,0.00309773,0.001380245,0.007208528,0.002124797,0.001105548,0.0122156,0.001045719,0.03376592],"study_design_scores_gemma":[0.0004575538,0.001850166,0.8871233,0.001151602,0.004178782,0.001610856,0.01032095,0.0636698,0.0009501748,0.02555224,0.003038947,0.00009561601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878158,0.001153448,0.00473812,0.001501297,0.0000857923,0.0001903534,0.0002580396,0.00005048868,0.004206472],"genre_scores_gemma":[0.9967147,0.0005639098,0.001826678,0.00006236329,0.00002888696,0.0001298312,0.0001041271,0.000005157006,0.0005643918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091051,"threshold_uncertainty_score":0.02526587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022414480","doi":"10.4306/pi.2012.9.4.391","title":"The Effect of Initial Duloxetine Dosing Strategy on Nausea in Korean Patients with Major Depressive Disorder","year":2012,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Nausea and vomiting management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Eli Lilly (Canada)","funders":"Eli Lilly and Company","keywords":"Duloxetine; Nausea; Major depressive disorder; Adverse effect; Medicine; Depression (economics); Internal medicine; Dosing; Duloxetine Hydrochloride; Anesthesia","authors":[{"name":"Min-Soo Lee","is_ca":false},{"name":"Yong Min Ahn","is_ca":false},{"name":"Seockhoon Chung","is_ca":false},{"name":"Richard Walton","is_ca":false},{"name":"Joel Raskin","is_ca":true},{"name":"Mun Sung Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009542677914273984,"gpt":0.2791615523709989,"spread":0.2696188744567249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003726704,0.0002478075,0.0006984989,0.0001073541,0.0001680522,0.000217709,0.0002254467,0.0002110273,0.0007331815],"category_scores_gemma":[0.001330197,0.0001214665,0.0004274209,0.0001399178,0.0001228789,0.0002360145,0.0001452156,0.0004323098,0.00009736725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120405,"about_ca_system_score_gemma":0.0002981173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008227724,"about_ca_topic_score_gemma":0.003137862,"domain_scores_codex":[0.999801,0.00008029213,0.00003836598,0.00002640078,0.0000272406,0.00002664428],"domain_scores_gemma":[0.9996396,0.00007738683,0.0001373431,0.00001729882,0.0000343911,0.00009383984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1841289,0.01107053,0.2954512,0.001986222,0.002722209,0.0006035077,0.00042981,0.00144025,0.03346795,0.00008863551,0.001589284,0.4670216],"study_design_scores_gemma":[0.02327803,0.1775522,0.7873226,0.00026081,0.0020323,0.001107008,0.0004284405,0.001802046,0.003948394,0.00009368698,0.002120892,0.00005356226],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974353,0.002073542,0.00002971333,0.00006633328,0.00001868831,0.00005693249,0.00004296338,0.000005431886,0.0002712225],"genre_scores_gemma":[0.9988291,0.0006960927,0.0001572314,0.0001128416,0.00001388663,0.00002892745,0.00007476439,8.941062e-7,0.00008627211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008227724,"threshold_uncertainty_score":0.002452672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884237684","doi":"10.30773/pi.2018.04.15.2","title":"Development of a Modified Korean Version of the Epworth Sleepiness Scale Reflecting Korean Sociocultural Lifestyle","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Epworth Sleepiness Scale; Sociocultural evolution; Scale (ratio); Psychology; Gerontology; Medicine; Sociology; Geography; Psychiatry; Anthropology; Cartography","authors":[{"name":"Seo-Yeon Jung","is_ca":true},{"name":"Chul‐Hyun Cho","is_ca":false},{"name":"Min Kyu Rhee","is_ca":false},{"name":"Leen Kim","is_ca":false},{"name":"Heon‐Jeong Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03448505404254955,"gpt":0.3178899196892369,"spread":0.2834048656466873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00235359,0.0006811311,0.0004596289,0.0006939251,0.0002583404,0.000484752,0.000472114,0.0002549789,0.001487249],"category_scores_gemma":[0.005965673,0.0002830334,0.0008800573,0.0004388098,0.0002091747,0.0008920897,0.0007760138,0.0007286689,0.0004183554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078616,"about_ca_system_score_gemma":0.001040342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198489,"about_ca_topic_score_gemma":0.004033503,"domain_scores_codex":[0.99903,0.0002856268,0.0002619454,0.000114593,0.0002595258,0.00004835339],"domain_scores_gemma":[0.9976561,0.0002399008,0.0004545696,0.0001377731,0.001394221,0.0001174697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005584771,0.001000943,0.5074289,0.001417834,0.0006571526,0.0008154354,0.003148916,0.001388629,0.01753909,0.0008554137,0.01135467,0.4538345],"study_design_scores_gemma":[0.000262519,0.001839362,0.9676834,0.0005581594,0.000393677,0.001798974,0.002336281,0.003167123,0.004018715,0.000639886,0.01716782,0.0001340536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668258,0.001481934,0.01920507,0.0008998091,0.0004588459,0.00235928,0.0030037,0.0001411275,0.00562437],"genre_scores_gemma":[0.8981814,0.001678367,0.08838232,0.000447286,0.00009701981,0.003402372,0.004996081,0.00005219242,0.002762932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00235359,"threshold_uncertainty_score":0.01244712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1876542477","doi":"10.4306/pi.2015.12.4.551","title":"Association Study between Norepinephrine Transporter Gene Polymorphism and Schizophrenia in a Korean Population","year":2015,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Haplotype; Single-nucleotide polymorphism; Positive and Negative Syndrome Scale; Allele; Genotype; Allele frequency; Schizophrenia (object-oriented programming); Norepinephrine transporter; Genetics; Population; Polymorphism (computer science); Genetic association; Medicine; Psychosis; Genotype frequency; Internal medicine; Oncology; Biology; Gene; Psychiatry; Transporter","authors":[{"name":"Mira Choo","is_ca":false},{"name":"Jung-A Hwang","is_ca":false},{"name":"Sang Won Jeon","is_ca":false},{"name":"So-Young Oh","is_ca":false},{"name":"Ho‐Kyoung Yoon","is_ca":false},{"name":"Heon‐Jeong Lee","is_ca":false},{"name":"Yong‐Ku Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04823759668047577,"gpt":0.2821752197792985,"spread":0.2339376230988227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000410412,0.0004342267,0.0003402926,0.0004552037,0.0004137913,0.0002894974,0.0001737321,0.0002470493,0.001642234],"category_scores_gemma":[0.0005505001,0.0002668099,0.000379022,0.0005653188,0.0001870734,0.0002687489,0.000227934,0.000284359,0.000171554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585366,"about_ca_system_score_gemma":0.0003183168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00416346,"about_ca_topic_score_gemma":0.004166302,"domain_scores_codex":[0.9998285,0.00004038469,0.00002213802,0.00006135385,0.00002319877,0.00002431752],"domain_scores_gemma":[0.9997148,0.00002992929,0.0001061456,0.00002337311,0.00004485983,0.00008083937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002307255,0.00009325441,0.9944944,0.00002447907,0.0001892196,0.0003997816,0.0002293736,0.00004050769,0.002468904,0.00003579377,0.00009888707,0.001694559],"study_design_scores_gemma":[0.00004584263,0.0003191896,0.9972643,0.00001270309,0.0001436547,0.001022274,0.0004732868,0.0001630791,0.0001279712,0.00004913771,0.0003713671,0.000007312645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995339,0.0001688283,0.00006599739,0.00002860734,0.000005030524,0.000006104549,0.00008307473,9.879509e-7,0.0001074386],"genre_scores_gemma":[0.9993489,0.0001959846,0.000120409,0.00003434367,0.000006234783,0.000008061432,0.0001521246,0.000001773765,0.0001321026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00416346,"threshold_uncertainty_score":0.008278489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113580908","doi":"10.4306/pi.2015.12.1.125","title":"Gene Interactions and Structural Brain Change in Early-Onset Alzheimer's Disease Subjects Using the Pipeline Environment","year":2015,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Nursing Research; National Institute of Mental Health; National Institute on Aging; University of California, San Diego; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; University of California, Los Angeles; Genentech; National Institutes of Health; U.S. National Library of Medicine; National Institute of Neurological Disorders and Stroke; IXICO; Servier; Eisai; Meso Scale Diagnostics; National Research Foundation of Korea; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; Alzheimer's Association; Amorfix Life Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Synarc; National Center for Research Resources; F. Hoffmann-La Roche; National Research Foundation; Medpace; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Novartis Pharmaceuticals Corporation; Foundation for the National Institutes of Health; Bayer HealthCare; Alzheimer's Disease Neuroimaging Initiative; National Science Foundation","keywords":"Neuroimaging; Imaging genetics; Alzheimer's Disease Neuroimaging Initiative; Precuneus; Alzheimer's disease; Cognition; Brain size; Hippocampus; Medicine; Single-nucleotide polymorphism; Disease; Psychology; Neuroscience; Internal medicine; Magnetic resonance imaging; Biology; Genetics; Gene; Genotype; Radiology","authors":[{"name":"Seok Woo Moon","is_ca":false},{"name":"Ivo D. Dinov","is_ca":false},{"name":"Alen Zamanyan","is_ca":false},{"name":"Ran Shi","is_ca":false},{"name":"Alex Genco","is_ca":false},{"name":"Sam Hobel","is_ca":false},{"name":"Paul M. Thompson","is_ca":false},{"name":"Arthur W. Toga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07429814549153348,"gpt":0.3443812917067879,"spread":0.2700831462152544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001927058,0.0009811985,0.0006103233,0.0008680646,0.000479629,0.0009197307,0.0008020232,0.0004233003,0.006869784],"category_scores_gemma":[0.003736574,0.000419102,0.001584524,0.000693585,0.0002378638,0.0004403506,0.0009824862,0.000454044,0.001664395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283184,"about_ca_system_score_gemma":0.0008569755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00795695,"about_ca_topic_score_gemma":0.02088471,"domain_scores_codex":[0.9992576,0.0001956972,0.00003241992,0.0003599186,0.00007619645,0.00007806844],"domain_scores_gemma":[0.9992717,0.0004347214,0.00008251474,0.00009347943,0.00006652553,0.00005111061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009690072,0.0005601798,0.6089066,0.0006996433,0.005695831,0.00120375,0.001299686,0.01759721,0.06701011,0.001486613,0.04893604,0.2369143],"study_design_scores_gemma":[0.00100386,0.001425872,0.7744958,0.00007242138,0.001978814,0.001821873,0.0002970038,0.1697438,0.0228014,0.005196077,0.02093446,0.0002286449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626798,0.0005993817,0.06510417,0.000550916,0.00009727325,0.0002257159,0.04189483,0.02688184,0.001966117],"genre_scores_gemma":[0.8279736,0.0002261227,0.1183731,0.0001889421,0.00004580963,0.0005804414,0.04549084,0.00255171,0.004569398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00795695,"threshold_uncertainty_score":0.02298176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402999772","doi":"10.30773/pi.2024.0103","title":"The Efficacy of a Home-Based, Augmented Reality Dual-Task Platform for Cognitive-Motor Training in Elderly Patients: A Pilot Observational Study","year":2024,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministry of SMEs and Startups","keywords":"Observational study; Task (project management); Dual (grammatical number); Cognitive training; Physical medicine and rehabilitation; Augmented reality; Cognition; Training (meteorology); Medicine; Physical therapy; Human–computer interaction; Computer science; Engineering; Systems engineering; Geography","authors":[{"name":"Bora Yoon","is_ca":false},{"name":"Jihye Park","is_ca":false},{"name":"YongSoo Shim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1171604774836932,"gpt":0.3734469331410978,"spread":0.2562864556574047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008299818,0.0005305897,0.0008292861,0.0003026564,0.000440189,0.0002943933,0.000273841,0.0004369516,0.0009980501],"category_scores_gemma":[0.001482943,0.0001909589,0.0007050014,0.0001669803,0.000269809,0.0002383714,0.0003518808,0.0004530028,0.0002440664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628246,"about_ca_system_score_gemma":0.0003850405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009132935,"about_ca_topic_score_gemma":0.001281324,"domain_scores_codex":[0.9996558,0.0001490133,0.00003587531,0.00005570378,0.00005375326,0.00004978001],"domain_scores_gemma":[0.9993594,0.0001611733,0.0001333415,0.00006714981,0.0001022185,0.0001767201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07829442,0.2068869,0.4970897,0.001724309,0.001870005,0.001535107,0.005533723,0.001225532,0.03514643,0.00006663279,0.0009707009,0.1696565],"study_design_scores_gemma":[0.007249677,0.4231762,0.5604332,0.0000815605,0.000870289,0.000606436,0.0014531,0.001478335,0.003224384,0.00004524662,0.001317281,0.00006439458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995947,0.00008337639,0.00008882865,0.00000626171,0.0000033593,0.00009194612,0.00003321324,0.000003258772,0.00009503323],"genre_scores_gemma":[0.9988575,0.0001428583,0.0004686082,0.00002835517,0.00001986271,0.0002297568,0.0001006739,0.000001092688,0.0001511857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009980501,"threshold_uncertainty_score":0.004389405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390720592","doi":"10.30773/pi.2023.0304","title":"Effects of Online Mindful Somatic Psychoeducation Program on Mental Health During the COVID-19","year":2024,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Sungshin Women’s University","keywords":"Psychoeducation; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mindfulness; Psychology; Medicine; Psychiatry; Psychotherapist; Virology; Internal medicine; Disease; Psychological intervention","authors":[{"name":"Young-Sook Yook","is_ca":false},{"name":"Jae-Hon Lee","is_ca":true},{"name":"Inkyoung Park","is_ca":false},{"name":"Hwi-young Cho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02673728198266016,"gpt":0.379181306217417,"spread":0.3524440242347568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002706468,0.0002337522,0.0003918185,0.0002141051,0.0003573128,0.0001960286,0.0002599999,0.0002842867,0.003684011],"category_scores_gemma":[0.0007699079,0.00006580418,0.0004361768,0.00009854729,0.0001140956,0.0001532806,0.0006793069,0.00047763,0.0001569307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403771,"about_ca_system_score_gemma":0.0006035428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009061607,"about_ca_topic_score_gemma":0.002027667,"domain_scores_codex":[0.9998442,0.00004035846,0.000009971458,0.00002043508,0.00002084131,0.00006414692],"domain_scores_gemma":[0.9997057,0.00004195086,0.00004613059,0.000008867096,0.0000187768,0.0001784438],"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":[0.02644012,0.1056252,0.04721774,0.003797088,0.0003375608,0.000660842,0.00254238,0.0006289378,0.01837507,0.0002440957,0.002459814,0.7916712],"study_design_scores_gemma":[0.01102622,0.1523265,0.8076584,0.001443456,0.0007299901,0.000497197,0.003961504,0.001627809,0.008167853,0.0003140213,0.01218741,0.00005964927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978361,0.0004081466,0.0001261064,0.0001518514,0.00006023786,0.0003807025,0.00006652841,0.00001880957,0.0009516795],"genre_scores_gemma":[0.9958001,0.000636423,0.001293909,0.000165628,0.00006712796,0.0007190706,0.0001096833,0.000002398224,0.001205735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003684011,"threshold_uncertainty_score":0.01232427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205204632","doi":"10.30773/pi.2021.0158","title":"A New Acute-At-Home Child and Adolescent Clinical Service: Evaluation of Impact","year":2022,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Children's Hospital; Alberta Health Services","funders":"","keywords":"Medicine; Population; Mental health; Service (business); Demography; Pediatrics; Environmental health; Psychiatry","authors":[{"name":"Noorani Khalfan","is_ca":true},{"name":"Carol Coventry","is_ca":true},{"name":"David Cawthorpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05920761810815804,"gpt":0.418645242298577,"spread":0.359437624190419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969771,0.000267045,0.0002460296,0.0004818617,0.001116124,0.0007883136,0.0007511639,0.0003685605,0.002684681],"category_scores_gemma":[0.003428817,0.0001706317,0.000335523,0.0004695797,0.0005663054,0.0006483186,0.001365864,0.0008465593,0.000174855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003744849,"about_ca_system_score_gemma":0.009533173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03052507,"about_ca_topic_score_gemma":0.07566758,"domain_scores_codex":[0.9986715,0.0005789893,0.00007261561,0.00007472901,0.0002949778,0.0003071135],"domain_scores_gemma":[0.9953915,0.0004182256,0.0005016489,0.0001193374,0.0007093404,0.002859936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005889053,0.03515302,0.7647736,0.0005772904,0.0002429073,0.000925469,0.002515491,0.0006789071,0.001899298,0.0005577565,0.004787823,0.1819994],"study_design_scores_gemma":[0.001624519,0.03010189,0.9568191,0.0001685074,0.0001028659,0.0004383124,0.005936244,0.001181437,0.0008641147,0.0001039894,0.002634492,0.00002454562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979424,0.0001019442,0.00006384662,0.0002789591,0.00003051032,0.0004418489,0.0001461287,0.000009785483,0.00098472],"genre_scores_gemma":[0.9976788,0.0001906291,0.0008397688,0.000191397,0.00003461452,0.0002773294,0.0002841805,0.000002987163,0.0005002953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03052507,"threshold_uncertainty_score":0.06069475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409400041","doi":"10.30773/pi.2024.0152","title":"The Clinical Utility of Biomarkers in Diagnosing Major Depressive Disorder in Adults: A Systematic Review of Literature From 2013 to 2023","year":2025,"lang":"en","type":"review","venue":"Psychiatry Investigation","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brain and Cognition Discovery Foundation; University of Toronto","funders":"Anhui University","keywords":"Medicine; Major depressive disorder; Clinical psychology; Psychiatry; Cognition","authors":[{"name":"Roger Ho","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Zhisong Zhang","is_ca":false},{"name":"Kayla M. Teopiz","is_ca":true},{"name":"Cyrus S. H. Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03112893891621313,"gpt":0.346752925098448,"spread":0.3156239861822348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007822314,0.001304551,0.00636608,0.01262205,0.0004873142,0.001943256,0.001639733,0.001396718,0.00286145],"category_scores_gemma":[0.03730262,0.0008358613,0.0060282,0.01274173,0.0007405307,0.001784374,0.001454803,0.0007378176,0.0002635256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003394094,"about_ca_system_score_gemma":0.0100525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009264057,"about_ca_topic_score_gemma":0.02610943,"domain_scores_codex":[0.9930999,0.00201978,0.003241845,0.0005535965,0.0009119042,0.000172862],"domain_scores_gemma":[0.9695822,0.02193591,0.005578341,0.0003384184,0.00233137,0.0002337389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002341062,0.000007892934,0.0019851,0.9591862,0.009625872,0.0001221396,0.0001703245,0.00008095866,0.0001392368,0.0001276235,0.00119139,0.02712918],"study_design_scores_gemma":[0.0002408577,0.000189203,0.01003509,0.8896146,0.08767057,0.0004599349,0.000318014,0.0001056445,0.0002042277,0.0002380112,0.01088685,0.00003709774],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001741148,0.9964029,0.0001497793,0.0002586161,0.00007157189,0.0002366426,0.0009400378,0.000006957156,0.0001924048],"genre_scores_gemma":[0.02462587,0.9725946,0.0007775355,0.0005640595,0.0000720317,0.0006520835,0.0006048633,0.000005348473,0.0001037013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01262205,"threshold_uncertainty_score":0.0413689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393952537","doi":"10.30773/pi.2023.0409","title":"Classification of Mild Cognitive Impairment Using Functional Near-Infrared Spectroscopy-Derived Biomarkers With Convolutional Neural Networks","year":2024,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Education; Soonchunhyang University; National Research Foundation","keywords":"Functional near-infrared spectroscopy; Convolutional neural network; Montreal Cognitive Assessment; Cognitive impairment; Neuropsychology; Cognition; Artificial intelligence; Pattern recognition (psychology); Functional connectivity; Computer science; Prefrontal cortex; Audiology; Psychology; Medicine; Neuroscience","authors":[{"name":"Jin‐Hyuck Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02880451600904193,"gpt":0.3014173518830775,"spread":0.2726128358740356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006450714,0.0009698735,0.0004047335,0.001121262,0.0001473657,0.000461877,0.0003891178,0.0004373613,0.0005692719],"category_scores_gemma":[0.00106919,0.000166246,0.0006438059,0.0003881939,0.0001747957,0.0003801695,0.0003736171,0.0003368868,0.0001891382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322293,"about_ca_system_score_gemma":0.0004545813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009109388,"about_ca_topic_score_gemma":0.008386978,"domain_scores_codex":[0.999836,0.00002593529,0.00001352117,0.0000521417,0.00003376096,0.00003875884],"domain_scores_gemma":[0.9998255,0.00004977432,0.00004265233,0.00001269681,0.00005431163,0.00001497418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001637817,0.0008264348,0.2296494,0.0003318768,0.0008340544,0.000693757,0.0001678534,0.1555163,0.05143339,0.0009915043,0.003876302,0.5540414],"study_design_scores_gemma":[0.00002267646,0.0002461313,0.05542955,0.00004888731,0.0001797455,0.0001596818,0.0000556029,0.9321242,0.01012624,0.0009037218,0.0006763356,0.00002721876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014764,0.002739828,0.09166086,0.0003256179,0.0001181529,0.0001219287,0.0008471711,0.0005670899,0.002143053],"genre_scores_gemma":[0.9856511,0.0005301833,0.01209308,0.00007040824,0.00003402053,0.00004750916,0.0005823504,0.000009800377,0.0009815278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009109388,"threshold_uncertainty_score":0.01811272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995712348","doi":"10.30773/pi.2019.0116","title":"Combined Measures of Psychomotor and Cognitive Alterations as a Potential Hallmark for Bipolar Depression","year":2019,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Université de Nantes","keywords":"Depression (economics); Psychomotor learning; Cognition; Bipolar disorder; Psychology; Clinical psychology; Medicine; Psychiatry","authors":[{"name":"Alison Robin","is_ca":false},{"name":"Anne Sauvaget","is_ca":false},{"name":"Thibault Deschamps","is_ca":false},{"name":"Samuel Bulteau","is_ca":false},{"name":"Véronique Thomas-Ollivier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01578307146461302,"gpt":0.2706749013604241,"spread":0.2548918298958111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005398422,0.000468225,0.0003629396,0.0008440687,0.0002214776,0.0003784598,0.0001646186,0.0002880929,0.001686107],"category_scores_gemma":[0.001397268,0.0001095571,0.000216004,0.0004588928,0.0001900649,0.0001920813,0.0003596753,0.0003351702,0.0002278631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014374,"about_ca_system_score_gemma":0.0001436079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009257941,"about_ca_topic_score_gemma":0.002314348,"domain_scores_codex":[0.9997289,0.00007321108,0.00005556909,0.00004408156,0.00006874665,0.00002950619],"domain_scores_gemma":[0.9992226,0.00009463155,0.0004581159,0.0000324648,0.00007295625,0.000119261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341669,0.0001750362,0.9786651,0.00008749368,0.0001847015,0.0003578857,0.0001120101,0.00006210233,0.006637462,0.00003046538,0.000168571,0.01217754],"study_design_scores_gemma":[0.00001536408,0.0003137295,0.998762,0.000006576362,0.00002189428,0.000549274,0.00003607911,0.00005174219,0.0001657972,0.0000174667,0.00005830889,0.000001745487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971717,0.0006900295,0.0002068685,0.00003854593,0.00001056411,0.0000540106,0.0002801209,0.00001253642,0.00153559],"genre_scores_gemma":[0.9991094,0.0001355497,0.000262767,0.00002078147,0.000010335,0.00002269328,0.0002453047,0.00000128188,0.0001916992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001686107,"threshold_uncertainty_score":0.005640566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400933473","doi":"10.30773/pi.2024.0041","title":"Childhood Trauma and Non-Suicidal Self-Injury Among Chinese Adolescents: The Chain-Mediated Role of Alexithymia and Rumination","year":2024,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Suicide and Self-Harm Studies","field":"Psychology","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":"Alexithymia; Rumination; Clinical psychology; Dysfunctional family; Psychology; Toronto Alexithymia Scale; Psychiatry; Cognition","authors":[{"name":"Qiaoling Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00589726135266778,"gpt":0.2494409754733687,"spread":0.2435437141207009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000384223,0.0002329119,0.0001340167,0.0004449157,0.0002954629,0.0003377486,0.000170033,0.0001349156,0.001311476],"category_scores_gemma":[0.0010977,0.0001659853,0.0003315519,0.0002865422,0.0003086813,0.0002281727,0.0003087849,0.0002202585,0.00004073084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830037,"about_ca_system_score_gemma":0.0005958396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185437,"about_ca_topic_score_gemma":0.01349831,"domain_scores_codex":[0.9998584,0.00005040834,0.00001475739,0.00002047552,0.00002436835,0.00003163746],"domain_scores_gemma":[0.9995752,0.00008074744,0.0002183408,0.00003027503,0.00003214074,0.00006327641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003057385,0.00003399672,0.9962203,0.00001365784,0.00003924663,0.0001072175,0.0007421182,0.00001941862,0.000277413,0.00004856337,0.00001620102,0.002451349],"study_design_scores_gemma":[0.000002232007,0.00004001653,0.9987287,0.000009856692,0.00003157942,0.0001343544,0.0007272785,0.0001732561,0.00007793877,0.00003739219,0.00003583161,0.00000150321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997634,0.00007352028,0.00002550552,0.00002402094,6.965394e-7,0.00000247004,0.00000896284,5.391724e-7,0.0001007968],"genre_scores_gemma":[0.9998325,0.00007442831,0.00003398077,0.000004086377,9.687584e-7,0.000001690499,0.00001372017,1.667257e-7,0.00003845089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01185437,"threshold_uncertainty_score":0.02357078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383302228","doi":"10.30773/pi.2023.0004","title":"Association of Alexithymia With Positive Symptoms in Chinese Chronic Schizophrenia Patients With and Without Obesity","year":2023,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Psychosomatic Disorders and Their Treatments","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":"Alexithymia; Toronto Alexithymia Scale; Schizophrenia (object-oriented programming); Psychopathology; Feeling; Association (psychology); Clinical psychology; Medicine; Obesity; Internal medicine; Positive and Negative Syndrome Scale; Population; Psychiatry; Psychology; Psychosis; Psychotherapist","authors":[{"name":"Yang Tian","is_ca":false},{"name":"Huixia Zhou","is_ca":false},{"name":"Dongmei Wang","is_ca":false},{"name":"Xiangyang Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004276430536375651,"gpt":0.2276263101136578,"spread":0.2233498795772821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000282696,0.0002682792,0.0002888234,0.001116233,0.0008017982,0.0003779725,0.0001634261,0.0002680695,0.001990225],"category_scores_gemma":[0.0008212959,0.0001912684,0.0003170445,0.000797153,0.0004138291,0.0002058619,0.0003980366,0.0003033104,0.00009028624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693851,"about_ca_system_score_gemma":0.0006041497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342285,"about_ca_topic_score_gemma":0.02180011,"domain_scores_codex":[0.9997875,0.00003571695,0.00003553585,0.00003870599,0.00005212197,0.00005043655],"domain_scores_gemma":[0.9994658,0.00006961283,0.0002673278,0.00002048498,0.00004326458,0.000133581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007925883,0.00002705154,0.998409,0.00001051281,0.00002370348,0.0001811089,0.0001285534,0.00001005158,0.0004168513,0.00001312019,0.00002614629,0.0006747746],"study_design_scores_gemma":[0.000004793581,0.00003727672,0.9993985,0.000002983222,0.00001043883,0.0002707002,0.0001805014,0.00004348097,0.00001967335,0.000008738585,0.00002136689,0.000001642998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997419,0.00006231909,0.000008622911,0.00001702428,0.000001532596,0.000003654776,0.00003122489,4.009779e-7,0.0001333091],"genre_scores_gemma":[0.9998355,0.00004437741,0.00001591979,0.000007925381,0.000002660984,0.00000274344,0.00005089987,2.032197e-7,0.00003971813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342285,"threshold_uncertainty_score":0.02668941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034016113","doi":"10.4306/pi.2013.10.2.196","title":"The Contingent Negative Variation in Remitted Paediatric Bipolar Patients: No Evidence of Abnormality","year":2013,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Endophenotype; Contingent negative variation; Bipolar disorder; Psychology; Schizophrenia (object-oriented programming); Abnormality; Clinical psychology; Bipolar I disorder; Psychosis; Psychiatry; Audiology; Medicine; Electroencephalography; Mania; Cognition","authors":[{"name":"Nandini Banerjee","is_ca":false},{"name":"Vinod Kumar Sinha","is_ca":false},{"name":"Meera Jayaswal","is_ca":false},{"name":"Pushpal Desarkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0130465834372906,"gpt":0.246596177085163,"spread":0.2335495936478724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779347,0.0002319826,0.0003167883,0.0005366069,0.0004082094,0.0002616467,0.0001347388,0.00034505,0.002618248],"category_scores_gemma":[0.001826536,0.0001710816,0.0001094526,0.0002620224,0.0003711669,0.0001772476,0.0002217117,0.0002580465,0.0002523871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188217,"about_ca_system_score_gemma":0.000200653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507761,"about_ca_topic_score_gemma":0.003415086,"domain_scores_codex":[0.9997999,0.00005058347,0.00002418104,0.00004396571,0.0000473663,0.00003404714],"domain_scores_gemma":[0.999406,0.0001919966,0.0001734773,0.00005847924,0.00006871665,0.0001013358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00309151,0.0003047905,0.7597289,0.0002699858,0.00006705899,0.01903383,0.003980362,0.0001451305,0.1680857,0.0005163975,0.0006088258,0.04416752],"study_design_scores_gemma":[0.00004065774,0.001312107,0.9751725,0.00002185941,0.00002986847,0.01860357,0.000736144,0.0001612392,0.003035201,0.0001534094,0.0007210342,0.00001255752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998033,0.0002887871,0.0001936827,0.00002183484,0.000006809164,0.00002091771,0.00007825645,0.000005972415,0.001350667],"genre_scores_gemma":[0.9993353,0.0001201995,0.0002111775,0.00002719599,0.000004448397,0.00001434575,0.00007215116,0.000004115746,0.0002110553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002618248,"threshold_uncertainty_score":0.008758903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094146107","doi":"10.30773/pi.2020.0139","title":"Personality Types as Predictors of Breast Cancer Screening Compliance in Korean Patients: A Mixed-Method Approach","year":2020,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Personality; Compliance (psychology); Breast cancer; Medicine; Clinical psychology; Cancer; Oncology; Psychology; Internal medicine; Social psychology","authors":[{"name":"Kyung‐Min Kim","is_ca":false},{"name":"Hyo-Deog Rim","is_ca":false},{"name":"Seoyoung Jang","is_ca":false},{"name":"Jungmin Woo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03562079388554046,"gpt":0.2976221129993697,"spread":0.2620013191138293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007164447,0.0006380301,0.0007966813,0.001677707,0.001028826,0.001113151,0.0005852063,0.0004909989,0.001651869],"category_scores_gemma":[0.008098444,0.0005177828,0.002009305,0.001251366,0.0005010587,0.0008879171,0.001004857,0.0005230969,0.0001456873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002138,"about_ca_system_score_gemma":0.001201375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046842,"about_ca_topic_score_gemma":0.004719894,"domain_scores_codex":[0.9955193,0.003114316,0.0004446862,0.0003361585,0.0003792259,0.0002063293],"domain_scores_gemma":[0.9958877,0.002123165,0.0011029,0.0002832375,0.0004194069,0.0001835263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001459154,0.001659146,0.9173453,0.001382477,0.001145488,0.0003896919,0.02545331,0.0002608376,0.00106434,0.0004303626,0.0004461249,0.04896375],"study_design_scores_gemma":[0.0005153493,0.005673964,0.9201137,0.0009531907,0.001345203,0.0007382297,0.05974545,0.005740812,0.001187091,0.001271804,0.002570947,0.0001441876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993626,0.001033626,0.003203821,0.0001434573,0.00003167537,0.001337261,0.0001884885,0.000006923603,0.00042883],"genre_scores_gemma":[0.9886196,0.0005310751,0.007014006,0.000168216,0.00001990032,0.003052364,0.0001884803,0.000003567595,0.0004027799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164447,"threshold_uncertainty_score":0.03788966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413349118","doi":"10.30773/pi.2025.0024","title":"Association Between Skeletal Muscle Mass Indices and Cognitive Function Among Inpatients With Stable Schizophrenia","year":2025,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Schizophrenia research and treatment","field":"Medicine","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":"Schizophrenia (object-oriented programming); Association (psychology); Cognition; Skeletal muscle; Medicine; Function (biology); Psychology; Internal medicine; Psychiatry; Biology; Genetics; Psychotherapist","authors":[{"name":"Dan Shuai","is_ca":false},{"name":"Binyou Wang","is_ca":false},{"name":"Duanfang Cai","is_ca":false},{"name":"Xiuping Lei","is_ca":false},{"name":"Kezhi Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0104995941417244,"gpt":0.2539046949678166,"spread":0.2434051008260922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456756,0.0003415483,0.0003229712,0.0006564807,0.0003597186,0.0003178265,0.0001545851,0.0002398165,0.001546423],"category_scores_gemma":[0.001148069,0.0001675599,0.0002727669,0.0004622831,0.0001723127,0.0002184711,0.0003550644,0.0003508852,0.0001659362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245627,"about_ca_system_score_gemma":0.0003143175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008087275,"about_ca_topic_score_gemma":0.01497093,"domain_scores_codex":[0.9998457,0.00002457751,0.00002876253,0.00002924631,0.00003858992,0.00003305118],"domain_scores_gemma":[0.9994049,0.00005976819,0.0003400334,0.0000248079,0.00007257392,0.00009793251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005663081,0.00002602119,0.9990041,0.000004657979,0.0000193279,0.00002826389,0.00003451092,0.00001217615,0.0001831784,0.000003349013,0.00001896225,0.0006088845],"study_design_scores_gemma":[0.000001655172,0.00004678816,0.9997644,0.000002047269,0.00000602517,0.00004561762,0.0000665709,0.0000344649,0.00001628011,0.000003138671,0.00001225301,7.092736e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997037,0.00006819116,0.00001297076,0.00001301652,0.000001291623,0.000002662263,0.0001023984,0.000001034871,0.00009471314],"genre_scores_gemma":[0.9996524,0.00005112262,0.00003310784,0.000008030596,0.00000259363,0.000003365314,0.0001607071,4.854231e-7,0.00008819351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008087275,"threshold_uncertainty_score":0.01608038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}