{"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":"b6a3d1099667","filters":{"venue":"Chinese Nursing Management"}},"results":[{"id":"W2358613815","doi":"","title":"A study on correlation between alexithymia and occupational stress in nurses","year":2014,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Traditional Chinese Medicine Studies","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":"Alexithymia; Toronto Alexithymia Scale; Occupational stress; Clinical psychology; Correlation; Medicine; Scale (ratio); Positive correlation; Psychology; Nursing; Internal medicine","authors":[{"name":"WU Ai-fe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02864727570465513,"gpt":0.3414349065219731,"spread":0.312787630817318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002138617,0.0001951293,0.0003225717,0.0003620644,0.00009322025,0.00001490685,0.00004438333,0.00002879202,0.000009275397],"category_scores_gemma":[0.00009862879,0.0001465453,0.00003015995,0.0002889607,0.00009210299,0.00006224924,0.00002181738,0.0001582882,0.00001310485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140353,"about_ca_system_score_gemma":0.000008264005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001216054,"about_ca_topic_score_gemma":0.00001717628,"domain_scores_codex":[0.998763,0.00005936121,0.0002556505,0.0003241994,0.0004354174,0.0001624226],"domain_scores_gemma":[0.999486,0.000154103,0.0000587348,0.0001980309,0.00002863181,0.00007453573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001550413,0.0007158824,0.9871958,0.00009090162,0.00007126614,0.00003073478,0.001869302,0.0001344589,0.000002320243,0.001369672,0.0003653222,0.007999239],"study_design_scores_gemma":[0.003038024,0.0006392521,0.990863,0.001518957,0.0001060757,0.00000723732,0.0009553797,0.0005113573,0.000002174627,0.002178477,0.00006072536,0.0001193024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977263,0.0000519787,0.0004784776,0.001407988,0.0003418604,0.0008195814,0.000006525205,0.0000609687,0.01956965],"genre_scores_gemma":[0.9987835,0.000004950904,0.000255981,0.0001331226,0.0004093699,0.00004679834,0.00008556097,0.00001844426,0.0002622374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152057,"threshold_uncertainty_score":0.5975946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2375703154","doi":"","title":"The Effect on Mild Cognitive Impairment Elderly Patients in the Community by Group Cognitive Intervention","year":2013,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Health and Well-being Studies","field":"Psychology","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; Medicine; Cognition; Cognitive impairment; Activities of daily living; Physical therapy; Cognitive training; Intervention (counseling); Gerontology; Psychiatry","authors":[{"name":"Fan Jing-b","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01174285902679546,"gpt":0.337869710757069,"spread":0.3261268517302735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351791,0.0002533422,0.000202606,0.00009431296,0.000881092,0.00009762018,0.00031066,0.00005583666,0.0000414471],"category_scores_gemma":[0.00008918884,0.0001371585,0.0001034685,0.0002559269,0.0001837954,0.00007112552,0.00006459373,0.0005271484,0.0003629905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343469,"about_ca_system_score_gemma":0.000001716157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155659,"about_ca_topic_score_gemma":0.0001249101,"domain_scores_codex":[0.9966337,0.002011899,0.0003413188,0.0002540599,0.0002787665,0.000480235],"domain_scores_gemma":[0.9980684,0.001384039,0.0001358249,0.000311777,0.00005128525,0.00004866914],"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":[0.001053806,0.004627035,0.1126535,0.0002070443,0.0003774798,0.000008426112,0.02874909,9.478837e-7,6.142882e-7,0.0004148651,0.08174471,0.7701625],"study_design_scores_gemma":[0.003909769,0.004010265,0.978089,0.001010162,0.00006239032,5.936924e-7,0.01119202,0.00001312302,0.00000290435,0.001254496,0.0003050891,0.0001501747],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597627,0.0003424587,0.0001151337,0.001370479,0.000953223,0.002951637,0.00001156535,0.000042416,0.03445037],"genre_scores_gemma":[0.9969129,0.000025863,0.000002998191,0.001491469,0.00004945977,0.001039103,0.0001070023,0.00001959993,0.0003515841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8654355,"threshold_uncertainty_score":0.6776736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2384867004","doi":"","title":"Prevalence survey on pain, anxiety and depression of breast cancer patients with radical mastectomy","year":2011,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Cancer survivorship and care","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":"Anxiety; Depression (economics); Medicine; Breast cancer; McGill Pain Questionnaire; Physical therapy; Rating scale; Visual analogue scale; Hospital Anxiety and Depression Scale; Cancer; Internal medicine; Psychiatry; Psychology","authors":[{"name":"Xiaomei Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01176606796754763,"gpt":0.2516322961499888,"spread":0.2398662281824412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002432335,0.0001488309,0.0001920647,0.00007825516,0.00004238285,0.000006483422,0.00006991692,0.00003790734,0.00009737621],"category_scores_gemma":[0.0000142416,0.00009578622,0.00002971555,0.0001826139,0.0001065395,0.00004742399,0.0000283115,0.00009082017,9.332672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006674217,"about_ca_system_score_gemma":0.00001194607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004683305,"about_ca_topic_score_gemma":0.0001128162,"domain_scores_codex":[0.9990258,0.0000838269,0.0001401234,0.0002790497,0.0003126417,0.0001585531],"domain_scores_gemma":[0.9994507,0.00002310482,0.00006999892,0.0002511242,0.0001040768,0.0001010048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001486163,0.0003966208,0.8915442,0.0005098719,0.00004862525,0.000003743647,0.0008704909,0.000002381498,0.00000424766,0.00000712502,0.0003295166,0.104797],"study_design_scores_gemma":[0.001485588,0.0002313019,0.9956491,0.00221107,0.00009236632,0.000002261909,0.00006708875,0.0000649966,0.00003579353,0.00002201079,0.00003102897,0.0001073755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954839,0.0002819361,0.0002471227,0.00005561286,0.0002407154,0.0004307545,0.00004156926,0.00002917789,0.003189233],"genre_scores_gemma":[0.9993893,0.0001087151,0.0001202933,0.0001349575,0.00003836568,0.00002125643,0.00002030534,0.00001919501,0.0001476426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046896,"threshold_uncertainty_score":0.3906049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2348673786","doi":"","title":"Analysis of the Operational Mechanism difference between two nursing homes in China and Canada","year":2010,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","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":"Salary; China; Apartment; Nursing; Payment; Service (business); Medicine; Welfare; Long-term care insurance; Long-term care; Business; Marketing; Finance; Geography; Political science","authors":[{"name":"Liu Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005244975967340475,"gpt":0.2737061304819702,"spread":0.2684611545146297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002711341,0.00008263096,0.0001447728,0.0001372407,0.0003338781,0.00005958883,0.0002095334,0.00002632437,0.00001933228],"category_scores_gemma":[0.00002823776,0.00006194687,0.00004460543,0.0004850118,0.0001259105,0.0000550408,0.00003030359,0.0001088278,7.410056e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775161,"about_ca_system_score_gemma":0.0001031501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1842198,"about_ca_topic_score_gemma":0.8104886,"domain_scores_codex":[0.9991011,0.00006388317,0.0001600617,0.0001621158,0.0003655202,0.0001473119],"domain_scores_gemma":[0.999696,0.00003929785,0.00005763703,0.0001316246,0.00003709596,0.00003838981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002950974,0.00005028796,0.4471976,0.000008987075,0.0001418071,0.00000141894,0.006836059,0.001337001,0.0004415681,0.532298,0.00005305932,0.01163124],"study_design_scores_gemma":[0.00009331369,0.000002751912,0.9733282,0.00006871879,0.0000983666,9.460292e-8,0.0008793884,0.01338053,0.00001121666,0.01203685,0.00002267621,0.00007792506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875067,0.00001613494,0.000860689,0.001996618,0.0006561441,0.0001303872,0.00001078071,0.000005554722,0.008816989],"genre_scores_gemma":[0.9991633,0.000008196217,0.0002361576,0.00006089331,0.00008757976,0.000004807312,0.00001338341,0.000004399315,0.0004213188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6262689,"threshold_uncertainty_score":0.8212126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356326589","doi":"","title":"The impact of alexithymia on the disability acceptance among patients with permanent colostomy","year":2015,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Stoma care and complications","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":"Alexithymia; Medicine; Colostomy; Toronto Alexithymia Scale; Clinical psychology; Self-acceptance; Psychiatry; Surgery","authors":[{"name":"Jiang Yunqi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01840596228490541,"gpt":0.3114755541516159,"spread":0.2930695918667105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001487951,0.0001286182,0.0001367428,0.00002248333,0.0001499998,0.00002294632,0.000187555,0.00001776208,0.00001586946],"category_scores_gemma":[0.00003731508,0.00005172493,0.00008374306,0.0002551447,0.0003533653,0.00003960948,0.00003287324,0.00009452316,0.00001151447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328485,"about_ca_system_score_gemma":0.00002220027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003819592,"about_ca_topic_score_gemma":0.00001060717,"domain_scores_codex":[0.9991364,0.00003981829,0.000151824,0.0001705021,0.0003440866,0.0001573495],"domain_scores_gemma":[0.9989237,0.00007747434,0.00008695797,0.0007085922,0.0001216643,0.00008163565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005184815,0.0007961525,0.974135,0.00001952806,0.0001457205,0.000001532071,0.0008102444,0.0001361829,0.000001893753,0.001476945,0.009053105,0.0129052],"study_design_scores_gemma":[0.000732914,0.0004414437,0.9967971,0.0001947101,0.0000570351,9.871975e-7,0.0004014902,0.0002245624,0.000006627647,0.0008877844,0.0001942687,0.000061019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525872,0.00004046669,0.00004465513,0.002125013,0.00009111778,0.0009052063,0.000004437879,0.00002785706,0.04417404],"genre_scores_gemma":[0.9994463,0.000003732258,0.00004509273,0.00008860099,0.00004112785,0.00007301984,0.00001623812,0.00001210749,0.000273734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04685914,"threshold_uncertainty_score":0.2109281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2363782193","doi":"","title":"Implementing three-level visit system in critical patients' management","year":2012,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Health and Wellbeing Research","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":"Medicine; Nursing; Quality management; Intensive care unit; Critical care nursing; Quarter (Canadian coin); Medical emergency; Emergency medicine; Family medicine; Management system; Health care; Operations management; Intensive care medicine","authors":[{"name":"Jin Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07600148102118229,"gpt":0.4850230009769914,"spread":0.4090215199558092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003663472,0.0003154339,0.0003914212,0.0005759192,0.001265887,0.00003543201,0.0003838079,0.0001365008,0.0002733702],"category_scores_gemma":[0.0001227003,0.0002711608,0.00008348535,0.0007317922,0.00006913404,0.0003076485,0.0004884988,0.0006689965,0.0009743611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402434,"about_ca_system_score_gemma":0.00003681616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514475,"about_ca_topic_score_gemma":0.00006847947,"domain_scores_codex":[0.994271,0.0004633395,0.001026818,0.0004860323,0.0008199579,0.002932882],"domain_scores_gemma":[0.9982539,0.0003629369,0.0001369603,0.000610153,0.000112332,0.0005237483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008856125,0.0006338002,0.8181644,0.006082978,0.00004378317,0.00002879338,0.002393193,0.0000058475,0.000001377189,0.07795162,0.005311186,0.08929443],"study_design_scores_gemma":[0.002025344,0.00004534331,0.9731854,0.00308899,0.00004316545,7.899476e-7,0.004599105,0.0007423123,9.394574e-7,0.001316262,0.01464708,0.0003052263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.50168,0.0004257836,0.01376448,0.002506167,0.004737079,0.004818126,0.00002977117,0.0003971025,0.4716415],"genre_scores_gemma":[0.9941408,0.00002222816,0.003021999,0.0005124708,0.000563386,0.0004514215,0.00005201187,0.00006232491,0.001173341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4924609,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}