{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e7e28b6b04ff","filters":{"venue":"Jilin yixue"}},"results":[{"id":"W2364475508","doi":"","title":"Clinical observation on treatment of mild vascular cognitive impairment by donepezil","year":2011,"lang":"en","type":"article","venue":"Jilin yixue","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","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":"Donepezil; Medicine; Cognitive impairment; Montreal Cognitive Assessment; Cognition; Treatment and control groups; Internal medicine; Physical therapy; Disease; Dementia; Psychiatry","authors":[{"name":"Wang Jiu-wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1844272545978378,"gpt":0.3396432572594841,"spread":0.1552160026616463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004814397,0.0003336476,0.0007141349,0.0001846639,0.0004266292,0.0001353475,0.000202585,0.0003028258,0.0008243254],"category_scores_gemma":[0.001217449,0.0001297863,0.0002838907,0.000176469,0.0002568705,0.0001783114,0.0001435803,0.0004328769,0.0001430201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400814,"about_ca_system_score_gemma":0.0002749856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372349,"about_ca_topic_score_gemma":0.002253537,"domain_scores_codex":[0.9996648,0.0001232744,0.00004002315,0.00004280749,0.00007465794,0.00005452962],"domain_scores_gemma":[0.9995616,0.00008716917,0.0001315096,0.00003062886,0.00008420225,0.0001048135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1082844,0.01228023,0.4755736,0.003461422,0.001571781,0.01170961,0.001526384,0.0007712025,0.08457889,0.0003387959,0.003502694,0.296401],"study_design_scores_gemma":[0.006793312,0.104135,0.8607087,0.0001228247,0.0008157947,0.009848217,0.0004203783,0.0006038986,0.01123069,0.0001668615,0.005106547,0.0000477625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920986,0.00415706,0.0002142091,0.00009883974,0.00003010081,0.0001588847,0.00009411406,0.00001473956,0.00313344],"genre_scores_gemma":[0.9984009,0.0008460861,0.0001173198,0.0001069319,0.0000243725,0.00003200669,0.0001089927,8.207302e-7,0.0003626926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001372349,"threshold_uncertainty_score":0.002757668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2351883331","doi":"","title":"Application of Mo CAscale in assessing cognitive impairment in patients with transien tischemic attacks","year":2011,"lang":"en","type":"article","venue":"Jilin yixue","topic":"Traumatic Brain Injury and Neurovascular Disturbances","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; Cognition; Cognitive impairment; Montreal Cognitive Assessment; Executive functions; Audiology; Significant difference; Orientation (vector space); Cognitive Assessment System; Internal medicine; Clinical psychology; Psychiatry","authors":[{"name":"Wang Jiu-wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818734479372801,"gpt":0.2646735244106381,"spread":0.2464861796169101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006278711,0.0004650326,0.0003130122,0.001094397,0.0002484844,0.0003814372,0.0001710136,0.0002520728,0.0005275581],"category_scores_gemma":[0.002188645,0.0001099994,0.0003016528,0.000448735,0.0002004967,0.000259496,0.0003276043,0.0002599794,0.0001055072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830942,"about_ca_system_score_gemma":0.0002202241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002774598,"about_ca_topic_score_gemma":0.005209919,"domain_scores_codex":[0.9997253,0.00008689093,0.00005014503,0.00003220964,0.00006661091,0.00003877059],"domain_scores_gemma":[0.9993871,0.0001190199,0.0002321476,0.00001884904,0.0001370297,0.0001057283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004174066,0.000102494,0.986936,0.0000500662,0.00007450635,0.0002897437,0.0001688459,0.00008355655,0.0009050265,0.00001672607,0.0001350504,0.01082054],"study_design_scores_gemma":[0.00002492941,0.0005475362,0.99756,0.00001365693,0.00006303861,0.0006130068,0.0002090103,0.0003769227,0.0003225883,0.00003080974,0.0002304968,0.000007966202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979361,0.0005169672,0.000130928,0.00004084724,0.000008905599,0.0000344831,0.00007276198,0.000007119005,0.001251855],"genre_scores_gemma":[0.999324,0.0001832549,0.0002218664,0.000016796,0.000009068871,0.00001781884,0.00006054192,5.017861e-7,0.0001661937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002774598,"threshold_uncertainty_score":0.005516887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2348030642","doi":"","title":"Change of the level of serum uric acid and its relationship with cognitive dysfunction in female patients with Parkinson's disease","year":2013,"lang":"en","type":"article","venue":"Jilin yixue","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Uric acid; Internal medicine; Montreal Cognitive Assessment; Cognition; Disease; Gastroenterology; Endocrinology; Cognitive impairment; Psychiatry","authors":[{"name":"Huang Yi-xia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07576949203262659,"gpt":0.2620958492510019,"spread":0.1863263572183753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001982651,0.0002355891,0.0003109859,0.0006697567,0.0003364854,0.0002925988,0.0001036669,0.0002210152,0.001041014],"category_scores_gemma":[0.001114674,0.0001028009,0.0001992162,0.0004834563,0.0001556864,0.000190108,0.0001646026,0.0001917695,0.00007549704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674925,"about_ca_system_score_gemma":0.0001282436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061726,"about_ca_topic_score_gemma":0.002465908,"domain_scores_codex":[0.9998831,0.0000303258,0.0000166683,0.00002003553,0.00002425312,0.00002567162],"domain_scores_gemma":[0.9995366,0.00007036683,0.0002449456,0.00001550567,0.00006127386,0.00007129956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001964415,0.0000353691,0.9969004,0.00002158742,0.00004879543,0.0002369265,0.0001261677,0.00001432187,0.0003454218,0.00001454425,0.00007073411,0.001989293],"study_design_scores_gemma":[0.000007487567,0.0001941806,0.998591,0.000007208273,0.00003543127,0.0006418907,0.0002104829,0.00004473221,0.00007257769,0.0000176521,0.000175148,0.000002318043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982849,0.001147005,0.00002462097,0.00005238488,0.000006253254,0.000003188067,0.00006674859,9.987826e-7,0.0004137236],"genre_scores_gemma":[0.9994778,0.000310879,0.00002356536,0.00002612709,0.00001545202,0.000002755904,0.00004466101,2.303741e-7,0.0000984121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061726,"threshold_uncertainty_score":0.004099429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185909590","doi":"","title":"Research on psychosocial factors in patients with digestive ulcer","year":2014,"lang":"en","type":"article","venue":"Jilin yixue","topic":"Dermatology and Skin Diseases","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; Hamd; Psychosocial; Alexithymia; Toronto Alexithymia Scale; Anxiety; Depression (economics); Intervention (counseling); Scale (ratio); Clinical psychology; Social support; Disease; Physical therapy; Psychiatry; Internal medicine; Psychotherapist","authors":[{"name":"Sun Xian-jiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02811914331097766,"gpt":0.3557194745551037,"spread":0.3276003312441261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005362485,0.0001672096,0.0002225876,0.0007418084,0.0003367306,0.000326906,0.0001282216,0.0002227224,0.002386463],"category_scores_gemma":[0.001808678,0.00006653532,0.0002594821,0.0007991266,0.0002060133,0.0002364945,0.0002012913,0.0002719764,0.0001829401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583701,"about_ca_system_score_gemma":0.000237856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045698,"about_ca_topic_score_gemma":0.001242023,"domain_scores_codex":[0.9996514,0.0001421212,0.00004223612,0.00004171628,0.00007163711,0.00005097691],"domain_scores_gemma":[0.999211,0.000229001,0.0002580243,0.00001931373,0.0001213712,0.0001613591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009768045,0.0001349567,0.9754446,0.0002500512,0.00009818226,0.0001798827,0.00060043,0.00002352647,0.0005354681,0.00006163537,0.0002746492,0.02229889],"study_design_scores_gemma":[0.000007523664,0.0002366259,0.9969705,0.00007951224,0.00003978568,0.0005056333,0.0009603867,0.00001508344,0.00005803127,0.00004477912,0.001079602,0.000002517703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827612,0.0129906,0.00009812813,0.0006219845,0.00004253304,0.0000244373,0.0002185622,0.000001856016,0.003240674],"genre_scores_gemma":[0.9948583,0.004477547,0.0001004709,0.0001046316,0.0000480517,0.00002223943,0.0001584144,4.145164e-7,0.0002299984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002386463,"threshold_uncertainty_score":0.007983446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2371754709","doi":"","title":"Nimodipine in patients with post-stroke depression on cognitive A clinical study","year":2011,"lang":"en","type":"article","venue":"Jilin yixue","topic":"Stroke Rehabilitation and Recovery","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":"Nimodipine; Medicine; Montreal Cognitive Assessment; Depression (economics); Hamilton depression scale; Cognition; Stroke (engine); Rehabilitation; Physical therapy; Post-stroke depression; Cognitive Assessment System; Internal medicine; Significant difference; Anesthesia; Cognitive impairment; Psychiatry; Hamd","authors":[{"name":"WU Hai-xia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03327430830755426,"gpt":0.3276056735813574,"spread":0.2943313652738032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003512763,0.0003644703,0.0008110815,0.0003806208,0.000477735,0.0002982722,0.0001963539,0.0003914594,0.001075189],"category_scores_gemma":[0.0006608356,0.0001597326,0.0004801375,0.0003875495,0.0001806393,0.0001915385,0.0001719269,0.0004018705,0.0001894038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123334,"about_ca_system_score_gemma":0.0004029695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682246,"about_ca_topic_score_gemma":0.003648863,"domain_scores_codex":[0.9997323,0.00006853291,0.00003313339,0.00003663198,0.00007546251,0.00005394559],"domain_scores_gemma":[0.9997657,0.00002275187,0.00005008961,0.00001012921,0.00003446432,0.0001169613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02115842,0.005553432,0.9398834,0.0002550634,0.0005035375,0.002117865,0.0002978864,0.00008988858,0.003003288,0.0000632637,0.0007756966,0.0262983],"study_design_scores_gemma":[0.001922475,0.007385443,0.9881026,0.00002162408,0.0001939212,0.001098462,0.0001626631,0.0001729434,0.0001893616,0.00003132064,0.0007098631,0.000009325978],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981714,0.000683379,0.00003560366,0.00004741008,0.00002012107,0.0001078602,0.00007063657,0.000002168066,0.0008614307],"genre_scores_gemma":[0.9985789,0.0003786964,0.00007666934,0.0001099033,0.00005858161,0.00007438528,0.0001995666,5.418393e-7,0.0005227343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001682246,"threshold_uncertainty_score":0.003596842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2375256017","doi":"","title":"Comparison of the application of montel cognitive assessment and mini-mental state examination to cognitive function evaluation in the stable patients with schizophrenia","year":2013,"lang":"en","type":"article","venue":"Jilin yixue","topic":"Neonatal and fetal brain pathology","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":"Montreal Cognitive Assessment; Cognition; Medicine; Schizophrenia (object-oriented programming); Mini–Mental State Examination; Cognitive impairment; Mental state; Psychiatry","authors":[{"name":"LI Run-yi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02145535092906153,"gpt":0.3217826741395037,"spread":0.3003273232104422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978428,0.0003716548,0.0004680005,0.00155504,0.0002911107,0.0004905816,0.0002375159,0.0004140212,0.0004436264],"category_scores_gemma":[0.007531766,0.0001857018,0.0005294285,0.000532154,0.0002502326,0.0005604143,0.0005205116,0.0003659645,0.0001279849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664159,"about_ca_system_score_gemma":0.000482149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152452,"about_ca_topic_score_gemma":0.004806941,"domain_scores_codex":[0.9987693,0.0004295327,0.0002075235,0.0001558188,0.0003228706,0.0001148502],"domain_scores_gemma":[0.997795,0.0006966271,0.0005934891,0.000071122,0.0005539441,0.0002897459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002473994,0.00004919137,0.9932725,0.00002433413,0.00006298846,0.0001209136,0.0001499483,0.00006266402,0.0002685777,0.00001047329,0.0000671596,0.005663826],"study_design_scores_gemma":[0.00001531887,0.0003415535,0.9979982,0.00001255746,0.00005188494,0.000376562,0.0002522325,0.0005721619,0.0001970821,0.0000268503,0.0001465295,0.00000912508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983056,0.000718787,0.0002035801,0.0000545364,0.00001392424,0.00002227098,0.00007421988,0.00000434057,0.0006027885],"genre_scores_gemma":[0.999285,0.0002084085,0.0002670708,0.00001877703,0.00001102871,0.0000146107,0.00009572945,0.000001078772,0.00009809995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003152452,"threshold_uncertainty_score":0.01046306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}