{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"42bccc9b23fa","filters":{"venue":"Asean Journal of Psychiatry"}},"results":[{"id":"W2280572295","doi":"","title":"ALEXITHYMIA IN PREGNANT WOMEN: ITS RELATIONSHIP WITH DEPRESSION","year":2016,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":14,"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; Depression (economics); Beck Depression Inventory; Psychology; Feeling; Clinical psychology; Confounding; Postpartum depression; Correlation; Personality; Psychiatry; Subclinical infection; Medicine; Pregnancy; Internal medicine; Anxiety","authors":[{"name":"Monavar Gilanifar","is_ca":false},{"name":"Mouloud Agajani Delavar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417028033356213,"gpt":0.2660991139498973,"spread":0.2519288336163351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365597,0.000112836,0.0002322441,0.0001779735,0.00003231361,0.00000725273,0.00008160187,0.0000490955,0.0001571407],"category_scores_gemma":[0.00005762062,0.0000538295,0.0000635674,0.0001543701,0.00002765197,0.0001624673,0.000007482298,0.0001277035,0.00002899351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104862,"about_ca_system_score_gemma":0.000224276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000130305,"about_ca_topic_score_gemma":0.00001063372,"domain_scores_codex":[0.9989957,0.0000460341,0.0003590626,0.0001131932,0.000255735,0.0002303427],"domain_scores_gemma":[0.9992291,0.00005613826,0.0002604464,0.0001814461,0.0000557942,0.0002171035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00080014,0.0006370473,0.9932062,0.00005008647,0.00009751499,0.00007122624,0.0003051443,0.000001041426,0.00008040434,0.000585306,0.0007648188,0.003401087],"study_design_scores_gemma":[0.009291038,0.001375177,0.9698185,0.01119473,0.00004444496,0.0004544247,0.000487032,0.00000375123,0.00008764274,0.006724003,0.0004198655,0.00009936655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990972,0.0018863,0.0003775344,0.003512383,0.000335387,0.000146842,0.000002278227,0.000008104762,0.002759167],"genre_scores_gemma":[0.995813,0.00009397231,0.003257646,0.0001722355,0.0001109531,0.000006367022,7.038863e-7,0.00001749232,0.0005276116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02338766,"threshold_uncertainty_score":0.2195103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113550935","doi":"","title":"Anxiety And Depressive Symptoms And Health-Related Quality Of Life Status Among Patients With Cancer In Terengganu, Malaysia","year":2011,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Cancer survivorship and care","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":"Hospital Anxiety and Depression Scale; Anxiety; Medicine; Depression (economics); Quality of life (healthcare); Malay; Depressive symptoms; Psychiatry; Clinical psychology","authors":[{"name":"Pei Lin Lua","is_ca":false},{"name":"Wong Sok Yee","is_ca":false},{"name":"Neni Widiasmoro Selamat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723472085259646,"gpt":0.2771502269297686,"spread":0.2599155060771721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909815,0.0001208848,0.0004450594,0.0001184842,0.00002551505,0.000005668284,0.00004793581,0.00006228022,0.00008051076],"category_scores_gemma":[0.00001687049,0.00008878552,0.00005057313,0.0001432037,0.0001040607,0.0001195874,0.00001780271,0.0002947528,1.099322e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004294209,"about_ca_system_score_gemma":0.000396723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508017,"about_ca_topic_score_gemma":0.006599103,"domain_scores_codex":[0.9986933,0.00010021,0.0006293324,0.0001399734,0.0002428093,0.0001943276],"domain_scores_gemma":[0.9986435,0.00001665421,0.0006996084,0.0001290207,0.0001616332,0.0003495642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048109,0.0001769587,0.9899919,0.000220079,0.0001634329,0.000003141826,0.002750157,0.000002508191,0.000003849001,0.00004216458,0.0001397418,0.005457945],"study_design_scores_gemma":[0.004747107,0.0007215668,0.9926547,0.0006815561,0.00007028811,0.00001108444,0.0008845538,0.000004997118,0.0000143285,0.0001106389,0.00001014123,0.00008901759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991922,0.007002154,0.00001111165,0.0003083333,0.0003818309,0.0001591391,0.00003931153,0.000004076513,0.0001720143],"genre_scores_gemma":[0.9990389,0.0005165191,0.0001487401,0.0002134174,0.00005343299,0.000002180628,0.000003851896,0.00001457394,0.00000834711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007116909,"threshold_uncertainty_score":0.6814803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162091202","doi":"","title":"Prevalence Of Anxiety And Depression Among Doctors Working In A Private Hospital In Pakistan","year":2012,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Health and Well-being Studies","field":"Psychology","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":"","keywords":"Depression (economics); Anxiety; Medicine; Psychiatry; Affect (linguistics); Quarter (Canadian coin); Hospital Anxiety and Depression Scale; Cross-sectional study; Teaching hospital; Family medicine; Clinical psychology; Psychology","authors":[{"name":"Naheed Nabi","is_ca":false},{"name":"Aisha Yousuf","is_ca":false},{"name":"Azam Iqbal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01176878592858289,"gpt":0.328029813299603,"spread":0.3162610273710201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001076586,0.0001147948,0.0002492835,0.0001947919,0.00003771576,0.000006799266,0.0001330151,0.00008504801,0.0000353068],"category_scores_gemma":[0.00004472231,0.00009564962,0.00005782493,0.0001986179,0.0000770222,0.0001597856,0.00003590803,0.0003896348,0.000001726554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002857687,"about_ca_system_score_gemma":0.00004111509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005840873,"about_ca_topic_score_gemma":0.00005512243,"domain_scores_codex":[0.9984887,0.0001796446,0.0006766306,0.0001276032,0.0001612488,0.000366217],"domain_scores_gemma":[0.9991591,0.00007847762,0.0004520019,0.0001407829,0.00002921275,0.0001404008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174424,0.0002658514,0.9859008,0.0001250761,0.00002137398,0.000007923359,0.005090962,0.000002179344,0.000009142883,0.0004097569,0.0005714215,0.007478136],"study_design_scores_gemma":[0.001003105,0.0001306458,0.9959056,0.0007459321,0.00001645946,0.00002010685,0.001436563,0.000001488498,0.00001356081,0.0003868355,0.0002474824,0.00009223884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830611,0.01338704,0.00003231981,0.0002695686,0.002128348,0.0001184689,0.000001444936,0.000004168828,0.0009975423],"genre_scores_gemma":[0.9981309,0.0005425253,0.0008712211,0.0000758499,0.0003444341,0.000002694811,1.936174e-7,0.00001144333,0.00002069082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506985,"threshold_uncertainty_score":0.3900478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131508570","doi":"","title":"USING COMMUNITY MENTAL HEALTH PROJECT AS VENUE TO TRAIN PROFESSIONALISM: THE CYBERJAYA UNIVERSITY COLLEGE OF MEDICAL SCIENCES STUDENTS' EXPERIENCE","year":2012,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical education; Quarter (Canadian coin); Teamwork; Community project; Mental health; Psychology; Medicine; Sociology; Psychiatry; Management; Social science","authors":[{"name":"Rafidah Bahari","is_ca":false},{"name":"Muhammad Najib Mohamed Alwi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1341954622165618,"gpt":0.5000710867292963,"spread":0.3658756245127345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005073411,0.00007228705,0.0001907811,0.0001944833,0.0005676322,0.000004197475,0.0005472313,0.00005296748,0.0000853654],"category_scores_gemma":[0.0004567375,0.0000494177,0.00005688019,0.0008014629,0.000376021,0.0001490592,0.00008786459,0.0006131654,0.000001806265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734781,"about_ca_system_score_gemma":0.00283801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001585051,"about_ca_topic_score_gemma":0.00001577926,"domain_scores_codex":[0.9973992,0.0005133511,0.0003970513,0.00006096464,0.001430351,0.0001991238],"domain_scores_gemma":[0.9991224,0.00006361488,0.0003721064,0.0001648061,0.0001274034,0.0001496852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007960175,0.008177,0.5657811,0.0003466097,0.0002605996,0.00002027428,0.1813059,0.000006085967,0.000455669,0.03853264,0.1941629,0.01015524],"study_design_scores_gemma":[0.003766818,0.002425928,0.3109944,0.003885997,0.0001108684,0.002058646,0.6504412,0.0001030253,0.0001615151,0.0005385191,0.02528432,0.0002287007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507164,0.0002708826,0.0001744747,0.04652666,0.00194574,0.0002727702,0.00002061999,0.000003292162,0.00006919468],"genre_scores_gemma":[0.9881556,0.00001315315,0.008437973,0.002980879,0.0003587719,7.37156e-7,0.000002736064,0.000005562495,0.00004460125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691354,"threshold_uncertainty_score":0.5034508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174779616","doi":"","title":"COGNITIVE DEFICITS AND ALCOHOL DEPENDENCE SYNDROME ??? A PARADIGM RELATIONSHIP","year":2021,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Neuropsychology; Psychology; Executive functions; Montreal Cognitive Assessment; Working memory; Cambridge Neuropsychological Test Automated Battery; Audiology; Neuropsychological assessment; Neuropsychological test; Population; Psychiatry; Clinical psychology; Cognitive impairment; Medicine; Spatial memory","authors":[{"name":"S Madhusudhan","is_ca":false},{"name":"Anitha Ayyappan","is_ca":false},{"name":"Sharon Ruth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03426282574379067,"gpt":0.3110466302243474,"spread":0.2767838044805567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003603706,0.0001314548,0.000309433,0.0001481768,0.0001085298,0.00002906312,0.00006469124,0.00008180564,0.00008779793],"category_scores_gemma":[0.0004418187,0.0001096668,0.0001302289,0.0002959055,0.00007879705,0.0001830199,0.00002540913,0.0004464113,0.00002880206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001751241,"about_ca_system_score_gemma":0.0004955831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002481009,"about_ca_topic_score_gemma":0.00000518007,"domain_scores_codex":[0.9987638,0.00008765795,0.0004285353,0.0001756811,0.0003498126,0.0001945175],"domain_scores_gemma":[0.9989566,0.0001943414,0.00025133,0.0001468523,0.0002061666,0.0002446835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875302,0.0003224204,0.9781981,0.0001421232,0.0001750621,0.003068121,0.0003043458,0.000002489579,0.000101806,0.01517535,0.0009874066,0.001235234],"study_design_scores_gemma":[0.0036885,0.0008262144,0.9199231,0.0008083829,0.0006218869,0.06391343,0.001253612,0.00001843813,0.0001506684,0.008479758,0.0001515847,0.0001644766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813288,0.01079379,0.0008311878,0.003435786,0.0006003965,0.00009300142,0.00001065437,0.00001106374,0.002895346],"genre_scores_gemma":[0.996782,0.0001466485,0.002108064,0.0005153535,0.0001827969,0.000001214218,0.000007028313,0.00001620988,0.000240657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06084532,"threshold_uncertainty_score":0.4472081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164708121","doi":"","title":"The role of psychiatrists and tobacco dependence treatment","year":2014,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychiatry; Mental health; Tobacco control; Mental illness; Smoking cessation; Tobacco use; Medicine; MEDLINE; Psychology; Nursing; Public health; Environmental health; Political science; Population","authors":[{"name":"Amer Siddiq Amer Nordin","is_ca":false},{"name":"J. Douglas Sellman","is_ca":false},{"name":"Simon J. Adamson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01583660028173529,"gpt":0.3805395441194028,"spread":0.3647029438376675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002237713,0.0001606054,0.0003528633,0.000108571,0.0007468919,0.00001063262,0.0002850499,0.0001753028,0.00005158778],"category_scores_gemma":[0.0001329313,0.00009905725,0.0001351793,0.0001306253,0.00010838,0.00009853941,0.00002763091,0.0006450604,0.00003298862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144689,"about_ca_system_score_gemma":0.0005869343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009482541,"about_ca_topic_score_gemma":0.0005002582,"domain_scores_codex":[0.9971727,0.0009221735,0.00103778,0.0001754332,0.0002529932,0.000438984],"domain_scores_gemma":[0.9974535,0.0007568776,0.0009490336,0.000374709,0.0001726792,0.0002932487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002968372,0.0001712909,0.7621614,0.00006267617,0.00008710954,0.000001866956,0.001423584,0.000002301436,0.00007002902,0.03056219,0.004856322,0.2003043],"study_design_scores_gemma":[0.00516208,0.003214565,0.6026552,0.0006415718,0.0001905856,0.0001458275,0.01236094,0.00005513793,0.00006341489,0.1601839,0.2150163,0.0003104353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529579,0.00951107,0.0003142923,0.01179025,0.005588409,0.0003295756,0.0000057343,0.00001546035,0.01948726],"genre_scores_gemma":[0.9917027,0.00253057,0.002853235,0.0009791328,0.001713886,0.000005819653,7.319227e-7,0.00002231168,0.0001915489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21016,"threshold_uncertainty_score":0.5744564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1777100390","doi":"","title":"Advancing Child & Adolescent Psychiatry And Mental Health Throughout The World","year":2012,"lang":"en","type":"article","venue":"Asean Journal of Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Editorial board; Psychology; Political science","authors":[{"name":"Norbert Skokauskas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02062306596151683,"gpt":0.3966724536430636,"spread":0.3760493876815468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00270995,0.000272759,0.0004819711,0.0001909456,0.001997978,0.00001827922,0.0003060906,0.00008474978,0.0001840769],"category_scores_gemma":[0.00003796356,0.0001761848,0.0002027597,0.0003108527,0.0000965915,0.000377812,0.0001114539,0.002218401,0.00005032482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016776,"about_ca_system_score_gemma":0.001117883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001857952,"about_ca_topic_score_gemma":0.0005844973,"domain_scores_codex":[0.9961167,0.0007875325,0.001323201,0.0001962419,0.0004743613,0.00110195],"domain_scores_gemma":[0.9973006,0.0001037732,0.001341672,0.0003517368,0.00007957607,0.0008226209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267141,0.0004318711,0.6857308,0.0004304162,0.00004397049,4.054648e-7,0.002023021,9.003415e-7,0.000002616259,0.00806221,0.3006775,0.00246965],"study_design_scores_gemma":[0.003025687,0.0002800733,0.6978351,0.005209505,0.00005339556,0.0001961031,0.01855242,0.000007670402,0.00000215621,0.001025489,0.2735243,0.0002881106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2162844,0.1110353,0.0003779474,0.6295981,0.03635737,0.001398409,0.0000628339,0.00007490455,0.004810741],"genre_scores_gemma":[0.9045566,0.003316624,0.005637523,0.07149842,0.01459439,0.000001722615,0.000009784856,0.00007118442,0.0003137904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6882721,"threshold_uncertainty_score":0.9993013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}