{"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":"40aad2368d5a","filters":{"venue":"Hong Kong journal of psychiatry"}},"results":[{"id":"W101182777","doi":"","title":"Normalisation and Social Role Valorisation: Guidance for Human Service Development","year":2001,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","topic":"Healthcare innovation and challenges","field":"Social Sciences","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":"Devaluation; Valorisation; Service (business); Social change; Relevance (law); Sociology; Public relations; Business; Political science; Economic growth; Marketing; Economics; Law","authors":[{"name":"Errol Cocks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06531776069166924,"gpt":0.3682107717321895,"spread":0.3028930110405203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173737,0.00006461416,0.0001121159,0.00008518881,0.0008170731,0.00005323613,0.0001141902,0.00008495849,0.00003919286],"category_scores_gemma":[0.00002614362,0.00006534959,0.00003403713,0.0001815657,0.00003470954,0.0002568806,0.000008048536,0.0001109798,0.000002607946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007613882,"about_ca_system_score_gemma":0.0004456651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005291031,"about_ca_topic_score_gemma":0.005317846,"domain_scores_codex":[0.9989744,0.00007826561,0.0004133471,0.00008060419,0.0002900161,0.0001633027],"domain_scores_gemma":[0.9989763,0.00002989656,0.0003529369,0.00003794764,0.0005388932,0.00006403315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001455673,0.0002552695,0.3153591,0.0002862019,0.0001086691,0.000003086669,0.1190379,0.000008075968,0.0003119235,0.4596764,0.00984408,0.09496379],"study_design_scores_gemma":[0.001414429,0.0001186885,0.2897621,0.0001584237,0.00002427848,0.00001837163,0.06792516,0.00001664927,0.00005191761,0.02539524,0.614841,0.00027378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890292,0.0005139399,0.001604443,0.1040459,0.001114988,0.0001240906,0.000001105458,0.00001940105,0.002284119],"genre_scores_gemma":[0.9893641,0.00006327258,0.00699016,0.001184936,0.002241191,0.000004244809,0.000002864368,0.000007952535,0.0001412376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6049969,"threshold_uncertainty_score":0.6284348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W108702293","doi":"","title":"Duration of Untreated Psychosis and Clinical Outcome 1 Year after First-Episode Psychosis","year":2005,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","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":"Psychosis; Psychiatry; Duration (music); Early psychosis; Psychology; Medicine; Intervention (counseling); Schizophrenia (object-oriented programming); Prodrome","authors":[{"name":"Danny H.F. Chow","is_ca":false},{"name":"Betty Law","is_ca":false},{"name":"Elizabeth Chang","is_ca":false},{"name":"Raymond C. K. Chan","is_ca":false},{"name":"CW Law","is_ca":false},{"name":"Eric Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02402864209124541,"gpt":0.3487632928093,"spread":0.3247346507180546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846399,0.0001729042,0.0005002987,0.0002574074,0.00005110243,0.0000240196,0.00009920148,0.0001402559,0.0003157611],"category_scores_gemma":[0.0001085569,0.0001255571,0.0003430029,0.00021132,0.0001019695,0.0001634103,0.00001954496,0.000387408,0.00003882719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005379038,"about_ca_system_score_gemma":0.00007423873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003454618,"about_ca_topic_score_gemma":0.001536072,"domain_scores_codex":[0.9978977,0.00008082116,0.001132195,0.00020241,0.0004548387,0.0002319723],"domain_scores_gemma":[0.9986197,0.0000956623,0.0004429764,0.0002775763,0.000212636,0.0003514875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00626889,0.0008348277,0.9805505,0.00005647098,0.0004233508,0.00001858832,0.00003633057,0.000001991214,0.00000861407,0.0001249906,0.004788462,0.006887026],"study_design_scores_gemma":[0.007670782,0.001302832,0.9888408,0.0003480192,0.000459484,0.0001632543,0.00005893201,0.00005440601,0.00008719606,0.0003578135,0.000553955,0.0001025942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780948,0.002217805,0.0001169762,0.01851001,0.0006204495,0.0001992348,0.00001075956,0.00001312482,0.0002168307],"genre_scores_gemma":[0.9575984,0.001072326,0.04004668,0.0002289525,0.0008868847,0.000005669898,0.000003428143,0.00002434245,0.000133258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0399297,"threshold_uncertainty_score":0.5120072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W342324326","doi":"","title":"Suicide Attempts by Jumping from Height","year":2000,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","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":"Quarter (Canadian coin); Jumping; Suicide methods; Suicide prevention; Psychosocial; Psychiatry; Psychology; Injury prevention; Poison control; Medicine; Medical emergency; Suicide rates","authors":[{"name":"K. H. Ku","is_ca":false},{"name":"Desmond G. H. Nguyen","is_ca":false},{"name":"YP Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01838597189819615,"gpt":0.2955416268952824,"spread":0.2771556549970863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003380171,0.000261944,0.0004912752,0.0001412047,0.000191571,0.00005246846,0.0004206815,0.0001554623,0.01109588],"category_scores_gemma":[0.00001669812,0.0002237219,0.0003174581,0.0002183953,0.00007503411,0.000206609,0.00002377188,0.0005511612,0.0008239927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003616906,"about_ca_system_score_gemma":0.00006509855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109081,"about_ca_topic_score_gemma":0.0001185896,"domain_scores_codex":[0.9979134,0.0001697857,0.0008152121,0.0002903667,0.0003608914,0.000450318],"domain_scores_gemma":[0.998823,0.0001618004,0.0003978808,0.0003436918,0.00009153254,0.0001820253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003495129,0.0003281407,0.5112757,0.00001035518,0.0008455496,0.0001033103,0.001488764,0.00000917496,0.0004000569,0.0002547768,0.4744083,0.01052637],"study_design_scores_gemma":[0.006209936,0.0006771994,0.9048935,0.0003275397,0.0005724728,0.0005305103,0.005538189,0.00001182419,0.0004051348,0.009448754,0.07035264,0.00103228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366866,0.03331694,0.0001566717,0.00456894,0.004732396,0.00008021067,0.00002826995,0.00004340509,0.02038659],"genre_scores_gemma":[0.9862038,0.0007651682,0.002660647,0.002808365,0.003009369,0.000004588723,0.00001131022,0.00006907753,0.004467602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040557,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992404273","doi":"","title":"Risperidone: Truly Non-Cataleptogenic?","year":2000,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","topic":"Schizophrenia research and treatment","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":"Risperidone; Extrapyramidal symptoms; Discontinuation; Akathisia; Medicine; Antipsychotic; Parkinsonism; Psychology; Internal medicine; Psychiatry; Pediatrics; Anesthesia; Schizophrenia (object-oriented programming)","authors":[{"name":"Debasish Basu","is_ca":false},{"name":"S. K. Mattoo","is_ca":false},{"name":"Hitesh Khurana","is_ca":false},{"name":"S. Malhotra","is_ca":false},{"name":"P. Kulhara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00954570425753986,"gpt":0.2805720191321203,"spread":0.2710263148745804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002392812,0.0001652724,0.0003572212,0.0001818979,0.00008785133,0.00003293092,0.0001679557,0.0000790005,0.003210799],"category_scores_gemma":[0.00002429157,0.0001202947,0.0003647732,0.0002368231,0.00006673781,0.0001419132,0.00001299137,0.0004375422,0.0004886029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007063805,"about_ca_system_score_gemma":0.0007185815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001596269,"about_ca_topic_score_gemma":0.0000425592,"domain_scores_codex":[0.9984797,0.00003684053,0.0004572904,0.000157415,0.0005435672,0.0003252274],"domain_scores_gemma":[0.9989638,0.00002881417,0.000143694,0.0002946965,0.0001193227,0.0004496679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0296276,0.002732718,0.6645256,0.0001996032,0.001840927,0.001701595,0.0002901292,0.00003949478,0.001425394,0.0007303376,0.08095405,0.2159325],"study_design_scores_gemma":[0.02086663,0.003142087,0.9556274,0.0006815062,0.0005329624,0.007213011,0.0002655023,0.00007753236,0.002046552,0.002962811,0.006259919,0.0003240871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848071,0.003647382,0.00006022331,0.006322264,0.0007145095,0.0001536785,0.000006210871,0.00001678582,0.004271838],"genre_scores_gemma":[0.9708566,0.0007375688,0.02475876,0.0002711441,0.001587147,0.000003123827,0.000006128089,0.00003241315,0.001747124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2911018,"threshold_uncertainty_score":0.9977004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W84442730","doi":"","title":"Primary Prevention in Child and Adolescent Psychiatry-An Overview","year":2000,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Child and adolescent psychiatry; Context (archaeology); Mental health; Psychiatry; Medicine; Child development; Psychology","authors":[{"name":"Kelly Y. C. Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04031954090907367,"gpt":0.386187518642132,"spread":0.3458679777330583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246755,0.0002336172,0.0005064868,0.0002492912,0.0004122757,0.00001972602,0.0002419956,0.0002103815,0.0007148533],"category_scores_gemma":[0.00001572703,0.0002003343,0.0001600263,0.0002867087,0.00004295069,0.000415621,0.00003419673,0.001665353,0.00005065756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320812,"about_ca_system_score_gemma":0.0008363694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001374353,"about_ca_topic_score_gemma":0.0003314151,"domain_scores_codex":[0.9967636,0.0006746317,0.001388218,0.0002791745,0.0003755128,0.0005189045],"domain_scores_gemma":[0.9985864,0.00003152202,0.0006487036,0.0002992245,0.00007338101,0.0003608405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005018983,0.001620456,0.9344482,0.002090123,0.00003360342,0.000008998714,0.0008290452,0.00001628746,0.00001021021,0.002834584,0.01625002,0.04135656],"study_design_scores_gemma":[0.003475816,0.0003073736,0.9699606,0.01149946,0.00004611918,0.0001274572,0.0009675353,0.00001520387,4.673987e-7,0.005351187,0.008037822,0.0002109902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405838,0.03204944,0.00004102825,0.0186325,0.003681126,0.000593979,0.000008302937,0.00003575251,0.004374024],"genre_scores_gemma":[0.921809,0.03385964,0.009044655,0.02571822,0.008276713,0.000004372585,0.00002505133,0.0001232598,0.001139148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04114557,"threshold_uncertainty_score":0.8169397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W225914163","doi":"","title":"Are We Good Enough for Our Patients","year":2008,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","topic":"Schizophrenia research and treatment","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":"Medicine; Dignity; Psychiatry; Mental health; Outpatient clinic; Population; Service (business); Workload; Mental illness; Family medicine","authors":[{"name":"S. F. Hung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04230761608824075,"gpt":0.3183979325067949,"spread":0.2760903164185541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001306124,0.000136797,0.0003237601,0.0001683215,0.0001335119,0.00001188674,0.0001120653,0.00006810199,0.00002290966],"category_scores_gemma":[0.00009544733,0.00009773238,0.0003091973,0.0001287508,0.00002217318,0.0001005064,0.00001542852,0.0002619518,0.00002322493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007290787,"about_ca_system_score_gemma":0.0004507396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002793555,"about_ca_topic_score_gemma":0.00002638625,"domain_scores_codex":[0.9987112,0.00002982529,0.000370625,0.0001284984,0.000477117,0.0002827582],"domain_scores_gemma":[0.9987447,0.00003054467,0.0003955575,0.0001756979,0.0003386662,0.0003148626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004282288,0.001324212,0.9382985,0.00009455865,0.0003303364,0.0001655802,0.00006636384,0.000003482185,0.0000190063,0.0003831074,0.0527304,0.002302203],"study_design_scores_gemma":[0.01716203,0.002530329,0.9729779,0.0005052761,0.0001854778,0.0008335625,0.0004857711,0.00001042455,0.0002365291,0.001706831,0.003230109,0.0001358002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729202,0.002673988,0.0001418893,0.02211009,0.001529724,0.00031973,0.00002062351,0.00001508297,0.0002686637],"genre_scores_gemma":[0.9720215,0.0003681405,0.0255821,0.0002181713,0.001292682,0.000006668531,0.000006146709,0.00002712194,0.0004774662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0495003,"threshold_uncertainty_score":0.3985411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W172918561","doi":"","title":"Psyche in the Lab: Celebrating Brain Science in Canada","year":2006,"lang":"en","type":"article","venue":"Hong Kong journal of psychiatry","topic":"Neurology and Historical Studies","field":"Neuroscience","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":"Psyche; Psychoanalysis; Nobel laureate; Psychology; Psychiatry; Psychotherapist; Neuroscience; Medicine; Philosophy","authors":[{"name":"Wing Chung Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01191076102396154,"gpt":0.2356262076302053,"spread":0.2237154466062438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008309679,0.00009327891,0.0001579565,0.0001657373,0.0002645719,0.00003093636,0.0006004668,0.00002527137,0.00001134924],"category_scores_gemma":[0.0003675387,0.00006402523,0.00003818214,0.0009748677,0.0001924073,0.000174412,0.000032503,0.0005658518,0.000002208223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859938,"about_ca_system_score_gemma":0.001012728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07890754,"about_ca_topic_score_gemma":0.7895095,"domain_scores_codex":[0.9984313,0.0001841727,0.0004278376,0.000180457,0.000464698,0.0003115138],"domain_scores_gemma":[0.9992231,0.0003508061,0.0002364855,0.0001247972,0.00002815023,0.00003671421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005755636,0.0002173985,0.9382699,0.0000140866,0.000001401001,0.0003019526,0.0003888377,0.0005766751,0.01646281,0.01294352,0.03004556,0.0007202839],"study_design_scores_gemma":[0.00083348,0.0001430676,0.9829049,0.00005605126,0.000005674867,0.0002977517,0.0006226155,0.00009686134,0.001375272,0.009631019,0.003861762,0.0001716152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710265,0.0004229697,0.00001557799,0.02192792,0.002252443,0.00005434071,9.262641e-7,0.000003275451,0.004295997],"genre_scores_gemma":[0.995519,0.00001285114,0.0002105937,0.003967151,0.0002457019,0.000001275204,2.623885e-8,0.000005135795,0.00003825609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7106019,"threshold_uncertainty_score":0.9272261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}