{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"4305f2af878d","filters":{"venue":"International Neuropsychiatric Disease Journal"}},"results":[{"id":"W2315940350","doi":"10.9734/indj/2013/5245","title":"Ambient Sulphur Dioxide and Emergency Department Visits for Migraine and Depression","year":2013,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Emergency department; Interquartile range; Migraine; Depression (economics); Odds ratio; Anxiety; Confidence interval; Asthma; Crossover study; Pediatrics; Internal medicine; Psychiatry","authors":[{"name":"Mieczysław Szyszkowicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278040020577575,"gpt":0.2828909859293158,"spread":0.27011058572354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004813167,0.0004478726,0.0005984301,0.0007716582,0.0004420524,0.0007746315,0.0004309232,0.001841458,0.01140443],"category_scores_gemma":[0.002829263,0.0002213535,0.001265321,0.001165839,0.0002137395,0.0005389821,0.0006369292,0.0009625458,0.0006128644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288645,"about_ca_system_score_gemma":0.0005364834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01353676,"about_ca_topic_score_gemma":0.01535562,"domain_scores_codex":[0.9997002,0.00007883744,0.00003523872,0.00005168688,0.00005444872,0.00007956891],"domain_scores_gemma":[0.9982697,0.0004002577,0.0005183942,0.00004792212,0.0001953976,0.0005682912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002667399,0.00007927939,0.994803,0.00006943948,0.0002423262,0.0001959177,0.00004498319,0.00003073813,0.0001361765,0.00002425661,0.001325046,0.002782117],"study_design_scores_gemma":[0.000009052829,0.00006986288,0.9992673,0.00001806021,0.00004477048,0.0001802967,0.0001267592,0.00003338754,0.000008083591,0.0000282508,0.0002108341,0.000003339013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784621,0.008593169,0.0001550502,0.002891408,0.0004595006,0.00003583879,0.004358889,0.00001949103,0.005024598],"genre_scores_gemma":[0.9894601,0.004202244,0.0001239183,0.0004790466,0.001587909,0.00003437222,0.00213792,0.000006001597,0.001968569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353676,"threshold_uncertainty_score":0.03815162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381512370","doi":"10.9734/indj/2023/v20i1385","title":"A Comparison of Antenatal Depressive Disorders in Urban and Rural Pregnant Women in Nigeria","year":2023,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Care Foundation; St. Michael's Hospital","funders":"","keywords":"Medicine; Socioeconomic status; Depression (economics); Edinburgh Postnatal Depression Scale; Developing country; Ethnic group; Antenatal depression; Population; Rural area; Environmental health; Pregnancy; Mental health; Demography; Geography; Depressive symptoms; Psychiatry; Anxiety; Economic growth","authors":[{"name":"Fawaz Babandi","is_ca":false},{"name":"Z. G. Habib","is_ca":false},{"name":"UmarMusa Usman","is_ca":false},{"name":"Mustapha I. Gudaji","is_ca":false},{"name":"Abdulwahab Salihu","is_ca":false},{"name":"Maryam A. Habib","is_ca":true},{"name":"Sumayya I. Inuwa","is_ca":false},{"name":"Kawther I. Inuwa","is_ca":true},{"name":"Abdulfatai Tomori Bakare","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01105103055509838,"gpt":0.3162651092581258,"spread":0.3052140787030274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004181068,0.0001628839,0.0002281444,0.0005035369,0.0004968338,0.0004697292,0.0001915069,0.0003141578,0.0008751954],"category_scores_gemma":[0.001139802,0.0002963682,0.0001655977,0.0006426481,0.0002829487,0.0003314258,0.0004137462,0.0003225094,0.0001280524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305275,"about_ca_system_score_gemma":0.000343312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007749738,"about_ca_topic_score_gemma":0.01484482,"domain_scores_codex":[0.9996797,0.0001008754,0.0000588527,0.00004573489,0.00004986387,0.00006508588],"domain_scores_gemma":[0.9996377,0.00009986399,0.000140251,0.000009668553,0.00004127904,0.00007126381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008469053,0.00009619804,0.9952697,0.00004209573,0.0000132987,0.0003923166,0.001515544,0.00001213915,0.0002878137,0.00002559798,0.00006171323,0.002198765],"study_design_scores_gemma":[0.000007123057,0.0001966825,0.9913273,0.00004568635,0.00001387057,0.0008535011,0.007237825,0.0000417634,0.00005022101,0.00001769876,0.0002052102,0.000003151323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993989,0.0001782547,0.00001488112,0.00003007635,0.00000474256,0.00001120057,0.00005421566,3.398678e-7,0.0003072739],"genre_scores_gemma":[0.9993801,0.0003588788,0.00004305894,0.0000340709,0.000002967337,0.00001542673,0.00006895185,3.575916e-7,0.00009618214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007749738,"threshold_uncertainty_score":0.01540923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382399367","doi":"10.9734/indj/2023/v20i1387","title":"Neurocognitive Impairment in Patients with HIV and Depression in Nigeria","year":2023,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Health Care Foundation","funders":"","keywords":"Neurocognitive; Depression (economics); Medicine; Neuropsychology; Human immunodeficiency virus (HIV); Cognitive impairment; Psychiatry; Clinical psychology; Cognition; Immunology","authors":[{"name":"Murtala Umar","is_ca":false},{"name":"Zaharaddeen G. Habib","is_ca":false},{"name":"Usman M. Umar","is_ca":false},{"name":"Ahmad M. Yakasai","is_ca":false},{"name":"Kawther I. Inuwa","is_ca":true},{"name":"Auwal Salihu","is_ca":false},{"name":"Maryam A. Habib","is_ca":true},{"name":"Sumayya I. Inuwa","is_ca":false},{"name":"Mustapha I. Gudaji","is_ca":false},{"name":"Shakirah D. Owoloabi","is_ca":false},{"name":"Abubakar Sulaiman Baguda","is_ca":false},{"name":"Aminu Abdullahi Taura","is_ca":false},{"name":"Chika N. Aghukwa","is_ca":false},{"name":"Ahmad M. Abubakar","is_ca":false},{"name":"Zaiyad Garba Habib","is_ca":false},{"name":"Fawaz Babandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005653493774492334,"gpt":0.2588375678050305,"spread":0.2531840740305382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939177,0.0001323147,0.0002690079,0.0005134835,0.0006970233,0.0004198634,0.0001638747,0.0002359686,0.001042544],"category_scores_gemma":[0.0007973083,0.0001976164,0.0001399369,0.0006244051,0.000193654,0.0002835101,0.0003292381,0.0003839103,0.00009961711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537141,"about_ca_system_score_gemma":0.000343749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007754047,"about_ca_topic_score_gemma":0.0175284,"domain_scores_codex":[0.9998468,0.0000278624,0.00003241183,0.00002168404,0.00003338728,0.00003782791],"domain_scores_gemma":[0.9997995,0.00002678521,0.0000994071,0.000004418837,0.00002323283,0.00004666966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003142226,0.00005672688,0.9973907,0.0000207713,0.000007810087,0.0004166846,0.000349856,0.000007385942,0.00008646434,0.00001385346,0.0000810415,0.001537346],"study_design_scores_gemma":[0.000005819625,0.0001036944,0.9958715,0.00005847462,0.00001169461,0.001661146,0.001963545,0.00005162035,0.00002313286,0.00003145019,0.0002148328,0.00000304359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985258,0.0005929447,0.00001026489,0.00008815227,0.000008796563,0.00001424916,0.0000751746,6.250568e-7,0.0006839235],"genre_scores_gemma":[0.9992181,0.0004910622,0.00003405457,0.00005797386,0.00000729467,0.000008723544,0.00006909305,1.880616e-7,0.0001135645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007754047,"threshold_uncertainty_score":0.01541787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379015171","doi":"10.9734/indj/2023/v19i4379","title":"COVID Stress Scales: A Cross-sectional Study of its Psychometric Properties among Africans with Chronic, Stable Medical Conditions","year":2023,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"COVID-19 and Mental Health","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":"Cronbach's alpha; Exploratory factor analysis; Population; Pandemic; Cross-sectional study; Medicine; Anxiety; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychometrics; Psychology; Demography; Psychiatry; Environmental health; Disease; Internal medicine; Pathology","authors":[{"name":"Justus Uchenna Onu","is_ca":false},{"name":"Chidinma B. Nwatu","is_ca":false},{"name":"C. J. Ugwu","is_ca":false},{"name":"N. Mbadiwe","is_ca":false},{"name":"Chizaram Onyeaghala","is_ca":false},{"name":"Kosisochukwu Udeogu","is_ca":false},{"name":"Michael Abonyi","is_ca":false},{"name":"Ekenechukwu Young","is_ca":false},{"name":"Ngozichukwu N. Unaogu","is_ca":false},{"name":"Appolos Chidi Ndukuba","is_ca":false},{"name":"F Ugwumba","is_ca":false},{"name":"Ikenna Onwuekwe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05300375137729615,"gpt":0.3964136436117265,"spread":0.3434098922344304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255376,0.0002622623,0.0003204207,0.0008119905,0.0008178206,0.0006114851,0.000242404,0.000432461,0.001378037],"category_scores_gemma":[0.004406409,0.0003207894,0.0004360791,0.000751268,0.000346478,0.0006003312,0.0006931003,0.0007205087,0.0002066513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653355,"about_ca_system_score_gemma":0.0004153485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178566,"about_ca_topic_score_gemma":0.003687669,"domain_scores_codex":[0.9993223,0.0002436494,0.0001120501,0.00006577796,0.0001627018,0.00009348657],"domain_scores_gemma":[0.9977735,0.0004010793,0.0009275393,0.0001061384,0.0004475274,0.0003441505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003306619,0.0001373824,0.9961234,0.00002726071,0.00002577249,0.00002836769,0.001101298,0.0000150479,0.0001790611,0.00002117088,0.0001250463,0.002183293],"study_design_scores_gemma":[0.000005141093,0.0002942121,0.9965078,0.00003007822,0.00001107893,0.0001319987,0.00245108,0.00007945836,0.00005709717,0.00001772204,0.0004096361,0.000004694613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991591,0.000120973,0.00006215087,0.00007127616,0.000007315704,0.00005770194,0.0002080749,0.000001472885,0.0003119882],"genre_scores_gemma":[0.9988822,0.0001423701,0.000333772,0.00006520182,0.00001035874,0.00009927565,0.0003225501,0.000001307182,0.0001428753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00255376,"threshold_uncertainty_score":0.01350576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127531154","doi":"10.9734/indj/2021/v15i130147","title":"High Specific C-Reactive Protein in Prediction of the Early Outcome of Primary Intra Cerebral Hemorrhage","year":2021,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"Intracerebral and Subarachnoid Hemorrhage Research","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; Confounding; Internal medicine; Neurology; C-reactive protein; Stroke (engine); Creatinine; Venous blood; Renal function; Blood test; Neurological examination; Surgery","authors":[{"name":"Khaled Eltoukhy","is_ca":false},{"name":"Mohamed Gomaa","is_ca":false},{"name":"Yasmin Saad Ibrahim","is_ca":false},{"name":"Mohamed Saad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01626876813325898,"gpt":0.2508878295014604,"spread":0.2346190613682014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006216265,0.0003812914,0.000241389,0.0007653094,0.0002319475,0.0003620638,0.000225226,0.0003618739,0.001404103],"category_scores_gemma":[0.001759319,0.0001149544,0.0002607892,0.0004739038,0.0002273783,0.00018058,0.0002316632,0.0004906221,0.0002715228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125097,"about_ca_system_score_gemma":0.0003100164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459785,"about_ca_topic_score_gemma":0.001636303,"domain_scores_codex":[0.9997868,0.000059591,0.00002410879,0.00003572684,0.00005168254,0.00004207499],"domain_scores_gemma":[0.9988149,0.0003135334,0.0003522648,0.0000414509,0.0001581934,0.0003194964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003852812,0.00005889476,0.9969007,0.00001419832,0.00004075962,0.0001142159,0.00002245949,0.00006916664,0.0003061973,0.000008701205,0.0001037063,0.001975716],"study_design_scores_gemma":[0.00001139091,0.0002238639,0.9985887,0.000007095881,0.00003984297,0.000298751,0.0000401707,0.0004558097,0.0001508567,0.00003254712,0.0001477705,0.000003236355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987456,0.0005304876,0.00009671525,0.0000784851,0.00001991833,0.000008133021,0.0001261885,0.00000555705,0.000388948],"genre_scores_gemma":[0.9994746,0.0001170587,0.0000834215,0.00001265498,0.00002286444,0.000004449789,0.0001360845,8.934886e-7,0.0001480268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001459785,"threshold_uncertainty_score":0.004697204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411836034","doi":"10.9734/indj/2025/v22i4495","title":"Relationship between Depression Scores, Sleep Quality, Chronotype and Cardiorespiratory Fitness among Undergraduate Health Students","year":2025,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","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":"Chronotype; Cardiorespiratory fitness; Depression (economics); Sleep quality; Psychology; Sleep (system call); Clinical psychology; Medicine; Psychiatry; Physical therapy; Insomnia; Circadian rhythm; Neuroscience; Computer science","authors":[{"name":"Eduardo Fernandes de Miranda","is_ca":false},{"name":"Deyvison José da Silva","is_ca":false},{"name":"Rayane Cavenage Silva","is_ca":false},{"name":"Fernanda Martins Silva","is_ca":false},{"name":"Maria Clara de Almeida Souza","is_ca":false},{"name":"Helena Rodrigues","is_ca":false},{"name":"C.S. Melo","is_ca":false},{"name":"Daniela Costa","is_ca":false},{"name":"Laís Tonello","is_ca":false},{"name":"Iransé Oliveira‐Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03275842807485321,"gpt":0.4046299021263783,"spread":0.3718714740515252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004249737,0.0001401462,0.0001728509,0.000402182,0.0002256006,0.0004360537,0.0001418595,0.0002468701,0.002755628],"category_scores_gemma":[0.001271039,0.0001151422,0.000120184,0.0003209867,0.0001541824,0.0001385706,0.000243347,0.0002916583,0.0002135346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465752,"about_ca_system_score_gemma":0.000222918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063953,"about_ca_topic_score_gemma":0.003694497,"domain_scores_codex":[0.9998542,0.00003078767,0.00001733553,0.00001925842,0.00004224948,0.0000362309],"domain_scores_gemma":[0.9993595,0.0001219313,0.000171115,0.00002112338,0.00007557587,0.0002508013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002592526,0.00006832962,0.9981244,0.000005614601,0.00001259022,0.00001433009,0.00007286947,0.00000658279,0.000145404,0.000004386364,0.00002754106,0.001492023],"study_design_scores_gemma":[0.000001420107,0.00006633098,0.9997082,0.000002386587,0.000003962475,0.00003005604,0.0001001284,0.00002913567,0.00002378508,0.000003524255,0.00003053855,5.0169e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996774,0.00009065969,0.00001347632,0.00001731783,0.000001899154,0.000003265438,0.00003285491,6.863372e-7,0.0001623845],"genre_scores_gemma":[0.9997872,0.00004208925,0.00001966462,0.000007150162,0.000002599869,0.000002306649,0.00003812541,1.899334e-7,0.000100702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002755628,"threshold_uncertainty_score":0.009218514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994818309","doi":"10.9734/indj/2016/20406","title":"Evaluation of Alexithymia in Patients Admitted to the Dermatology Clinic","year":2015,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"Psychosomatic Disorders and Their Treatments","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; Dermatology; Medicine; Psoriasis; Psychiatry","authors":[{"name":"Pınar Özuğuz","is_ca":false},{"name":"Seval Doğruk Kaçar","is_ca":false},{"name":"Ahmet Hamdi Alpaslan","is_ca":false},{"name":"Bahadır Celep","is_ca":false},{"name":"Hanife Uzel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03697894176869238,"gpt":0.3393284762070877,"spread":0.3023495344383953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002325493,0.0002541794,0.0003012921,0.000972879,0.0005806742,0.0004315089,0.0001777241,0.0003137507,0.001929749],"category_scores_gemma":[0.001096137,0.0001652248,0.0002201044,0.0005548047,0.0003112173,0.0002515897,0.0003917967,0.0003476976,0.0001806436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000360981,"about_ca_system_score_gemma":0.0002624902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003157146,"about_ca_topic_score_gemma":0.005669572,"domain_scores_codex":[0.9997053,0.0000596348,0.00004296247,0.00003575384,0.0000787678,0.0000775731],"domain_scores_gemma":[0.9993809,0.0000889546,0.000270109,0.00001125405,0.00005093425,0.0001977908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006792302,0.00003573282,0.9978967,0.000009070268,0.00001141182,0.0005384642,0.0001364667,0.00001064677,0.0003385613,0.000005312816,0.00004730382,0.0009023406],"study_design_scores_gemma":[0.000005893647,0.0001742356,0.9972742,0.000004810621,0.000008320382,0.002045526,0.0003248749,0.00003699001,0.00005771994,0.00000583925,0.00005935479,0.000002271865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994344,0.0001177187,0.0000103205,0.00001568143,0.000002982021,0.000005923239,0.00003302246,0.000001327582,0.0003785598],"genre_scores_gemma":[0.9997972,0.00005397081,0.0000237125,0.00001016965,0.000004173005,0.000002362581,0.00005595606,2.58177e-7,0.00005236061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003157146,"threshold_uncertainty_score":0.006455719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291002081","doi":"10.9734/indj/2022/v17i430208","title":"Early Detection of White Matter Changes with Cognitive Decline in Parkinson's Patients","year":2022,"lang":"en","type":"article","venue":"International Neuropsychiatric Disease Journal","topic":"Advanced Neuroimaging Techniques and Applications","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":"Corpus callosum; Cingulum (brain); White matter; Diffusion MRI; Cognitive decline; Psychology; Dementia; Parkinson's disease; Cognition; Medicine; Audiology; Atrophy; Neuroscience; Disease; Fractional anisotropy; Internal medicine; Magnetic resonance imaging; Radiology","authors":[{"name":"Shimaa Elgamal","is_ca":false},{"name":"Maha Hazem Khalil","is_ca":false},{"name":"Omar Abd-Elsalam Ahmed","is_ca":false},{"name":"Adel El‐Badrawy","is_ca":false},{"name":"Ahmed Esmael","is_ca":false},{"name":"Shady Khalil El-Rashedy","is_ca":false},{"name":"Tamer Mohamed Ebrahim Belal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01497540296114119,"gpt":0.2894924931585816,"spread":0.2745170901974404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502965,0.0004325686,0.0003014737,0.0008809004,0.0003105096,0.000473358,0.0001843074,0.0004927159,0.001160222],"category_scores_gemma":[0.001263604,0.0001294674,0.0001912064,0.0003302745,0.0002577554,0.0003376268,0.0003044272,0.00026292,0.0002223487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838059,"about_ca_system_score_gemma":0.0001769451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177602,"about_ca_topic_score_gemma":0.003390929,"domain_scores_codex":[0.9998573,0.00002876355,0.00001748722,0.00003604993,0.00003344869,0.00002687099],"domain_scores_gemma":[0.9995133,0.0000852071,0.0002058755,0.00001175308,0.00008156239,0.0001022406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004521908,0.00006535813,0.9914567,0.00002070099,0.00002723065,0.0004792087,0.0001126508,0.00004359957,0.003151646,0.00001214475,0.00007736581,0.004101181],"study_design_scores_gemma":[0.00001025763,0.0002520342,0.9980397,0.000005517643,0.00001382414,0.0009204947,0.00007312767,0.0001162836,0.0004596328,0.00001440446,0.00009196378,0.000002774807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994277,0.0001814468,0.00005382686,0.00001930737,0.000002907151,0.000007227301,0.00003822079,0.000004065911,0.0002652555],"genre_scores_gemma":[0.9995143,0.00006659082,0.0001394869,0.00001791844,0.000009393467,0.000004706425,0.00008999716,8.57483e-7,0.0001567327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002177602,"threshold_uncertainty_score":0.00432986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}