{"meta":{"query_hash":"79202f5a0db5","filters":{"venue":"Archives of Mental Health"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/79202f5a0db5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Archives+of+Mental+Health"},"results":[{"id":"W3200285760","doi":"10.4103/amh.amh_34_21","title":"A cross-sectional study of insomnia severity and cognitive dysfunction in bipolar disorder and schizophrenia patients under remission","year":2021,"lang":"en","type":"article","venue":"Archives of Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Schizophrenia (object-oriented programming); Insomnia; Psychiatry; Anxiety; Cognition; Bipolar disorder; Depression (economics); Psychology; Sleep disorder; Clinical psychology; Internal medicine; Medicine; Cognitive impairment","score_opus":0.013067234902241927,"score_gpt":0.3172609940579674,"score_spread":0.3041937591557255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200285760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959537,0.0030582214,0.000023529012,0.000060423947,0.00018624462,0.00036188992,0.000059716065,0.00000645292,0.0002898599],"genre_scores_gemma":[0.9993113,0.00041756834,0.000051827563,0.00005616227,0.000006138323,0.000007027514,0.00008319455,0.000008329692,0.00005841829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891746,0.00023915616,0.0003113217,0.00026544425,0.00012851982,0.00013809965],"domain_scores_gemma":[0.99959886,0.00011017029,0.00012241164,0.00007794857,0.000019939878,0.00007068711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097301054,0.00008907505,0.00016446333,0.00011725835,0.00010750322,0.00000509067,0.00002843754,0.000051982133,0.000054890214],"category_scores_gemma":[0.000016978314,0.000083472914,0.000020913727,0.00012899024,0.00014168257,0.00005143356,0.00006945501,0.0001670163,9.1416706e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001358127,0.002636827,0.9242468,0.000043384574,0.00009579659,9.008546e-7,0.0070668217,0.0000020393777,0.00006152281,0.000056479268,0.000005545188,0.06442578],"study_design_scores_gemma":[0.011011696,0.00080084364,0.9803641,0.00007440781,0.000011092131,0.000004991869,0.0072581465,0.000031317075,0.000022329821,0.00032194663,0.000032664335,0.00006649118],"about_ca_topic_score_codex":0.0012087108,"about_ca_topic_score_gemma":0.0005897343,"teacher_disagreement_score":0.064359285,"about_ca_system_score_codex":0.000012630533,"about_ca_system_score_gemma":0.000042100448,"threshold_uncertainty_score":0.34039268},"labels":[],"label_agreement":null},{"id":"W4385243900","doi":"10.4103/amh.amh_45_23","title":"Glioblastoma multiforme: Case report of an unusual presentation","year":2023,"lang":"en","type":"article","venue":"Archives of Mental Health","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurological examination; Delirium; Mental status examination; Pediatrics; Psychiatry; Cognition","score_opus":0.024118823896966787,"score_gpt":0.3767705731161964,"score_spread":0.3526517492192296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385243900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960744,0.00008353225,0.00003643495,0.001462016,0.00015041437,0.0007908167,0.00013487073,0.000065126376,0.0012023838],"genre_scores_gemma":[0.9981321,0.00017506073,0.00080729544,0.0000926904,0.000052706142,0.000022301865,0.00020984656,0.000016699903,0.0004912766],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875635,0.00006415075,0.00047479628,0.0002024821,0.00026685902,0.00023536322],"domain_scores_gemma":[0.99925834,0.00011417297,0.000269043,0.0001745563,0.00003327047,0.0001505917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019107957,0.00010173243,0.00028311656,0.0002507606,0.000104039165,0.0000016866389,0.000036524325,0.000019901127,0.000014606538],"category_scores_gemma":[0.0000584629,0.00009424355,0.000073002084,0.000256478,0.00019212363,0.00007670029,0.00006866465,0.000094350966,0.000006383366],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012560612,0.0040430003,0.07949677,0.005463772,0.001146792,0.02410141,0.083801046,0.00011134838,0.026856871,0.0002970059,0.009733993,0.7523874],"study_design_scores_gemma":[0.017689444,0.024297724,0.7258164,0.0024250646,0.00020258303,0.053785224,0.05398017,0.0107025765,0.10873628,0.00068561523,0.001191691,0.00048717257],"about_ca_topic_score_codex":0.0009019589,"about_ca_topic_score_gemma":0.00035871836,"teacher_disagreement_score":0.7519002,"about_ca_system_score_codex":0.00005188758,"about_ca_system_score_gemma":0.00015289395,"threshold_uncertainty_score":0.38431406},"labels":[],"label_agreement":null},{"id":"W4385253099","doi":"10.4103/amh.amh_145_22","title":"A prospective study of amelioration of cognitive functions following alcohol abstinence in patients with alcohol dependence syndrome","year":2023,"lang":"en","type":"article","venue":"Archives of Mental Health","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Memory span; Cognition; Abstinence; Alcohol dependence; Psychology; Audiology; Executive functions; Vigilance (psychology); Psychiatry; Working memory; Clinical psychology; Alcohol; Medicine; Cognitive psychology","score_opus":0.021200525836544182,"score_gpt":0.31636186810412004,"score_spread":0.29516134226757584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385253099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971547,0.00004349242,0.000043666285,0.00004525603,0.00005821716,0.0021370698,0.00008988597,0.000019773164,0.00040791903],"genre_scores_gemma":[0.99961543,0.000011246042,0.00011770343,0.000015231173,0.000004196385,0.000052670268,0.00012648359,0.000013025219,0.000044035685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849653,0.00007859483,0.00047487795,0.00026430862,0.0004709868,0.0002146722],"domain_scores_gemma":[0.9992577,0.0001688781,0.00028986053,0.00016047839,0.00004978387,0.00007331294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002076513,0.00012237472,0.00041860904,0.00037677196,0.00006908971,0.0000018322525,0.000072010735,0.000018637842,0.0000043826517],"category_scores_gemma":[0.00008028154,0.00009975028,0.000052702304,0.0007041764,0.000112643145,0.00010751071,0.000060377908,0.00012670322,0.0000034035934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010506962,0.0019365805,0.9805676,0.00015516646,0.000070015434,0.000012651732,0.014386898,0.00001725481,0.00025524842,0.00003017825,0.0000035325077,0.001514205],"study_design_scores_gemma":[0.007766617,0.008826251,0.97039753,0.0010139417,0.00004737779,0.000005378905,0.011405599,0.00009611631,0.00033668085,0.000035874928,1.8331194e-7,0.00006842613],"about_ca_topic_score_codex":0.0006652607,"about_ca_topic_score_gemma":0.00014374584,"teacher_disagreement_score":0.010170019,"about_ca_system_score_codex":0.00003427012,"about_ca_system_score_gemma":0.00013663103,"threshold_uncertainty_score":0.40676984},"labels":[],"label_agreement":null},{"id":"W4407142438","doi":"10.4103/amh.amh_80_24","title":"Prevalence of anxiety and depression symptoms in age-related macular degeneration patients: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Archives of Mental Health","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph's Hospital; Western University","funders":"","keywords":"Meta-analysis; Macular degeneration; Depression (economics); Anxiety; Medicine; Clinical psychology; Psychiatry; Psychology; Internal medicine","score_opus":0.02385988803630012,"score_gpt":0.35402392181093617,"score_spread":0.33016403377463605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407142438","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040281433,0.9945613,0.000004383588,0.000027739658,0.0000070608166,0.0045174416,0.00041954612,0.000003870927,0.000055856257],"genre_scores_gemma":[0.0026243434,0.9960836,0.0002050292,0.000064069245,0.000001035202,0.0001830278,0.0006718433,0.000009305177,0.00015775625],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99760664,0.00057222357,0.0011571917,0.0003313333,0.00021139659,0.000121231904],"domain_scores_gemma":[0.998689,0.00011493849,0.0007656492,0.00029590772,0.000018190553,0.000116319454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018909168,0.00023861513,0.0041241986,0.00026714537,0.000031644417,0.0000033363951,0.00006215421,0.000045178793,0.0000122864],"category_scores_gemma":[0.000047425747,0.00014502731,0.0007733667,0.00029150513,0.00006139375,0.00002836165,0.00007451804,0.00008840417,2.5210372e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011220131,0.00021697154,0.0022934475,0.9581603,0.017836442,0.0000019265485,0.000066497654,1.1436806e-7,5.713685e-8,0.000013303871,0.0000031497057,0.021396589],"study_design_scores_gemma":[0.0005078198,0.00020960577,0.0028989802,0.3639551,0.6322504,0.000007881039,0.000007782612,0.000015119647,5.337613e-7,0.000012994145,0.0000393517,0.00009439327],"about_ca_topic_score_codex":0.00006252343,"about_ca_topic_score_gemma":0.000005656604,"teacher_disagreement_score":0.614414,"about_ca_system_score_codex":0.00003866193,"about_ca_system_score_gemma":0.000098751596,"threshold_uncertainty_score":0.5914042},"labels":[],"label_agreement":null}]}