{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":22,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":22,"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":"6a3f33f9553d","filters":{"venue":"International Journal of Medicine in Developing Countries"}},"results":[{"id":"W4313329505","doi":"10.24911/ijmdc.51-1670618695","title":"Does medical school affect students&amp;apos; empathy? A cross-sectional study measuring empathy levels among Saudi medical students","year":2022,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Empathy and Medical Education","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":"Empathy; Psychosocial; Psychology; Psychological intervention; Affect (linguistics); Medical school; Clinical psychology; Cross-sectional study; Medicine; Medical education; Social psychology; Psychiatry","authors":[{"name":"Rand Alshaya","is_ca":false},{"name":"Milad Alshaya","is_ca":false},{"name":"Shawq Alshowaier","is_ca":false},{"name":"Munira Alsowailem","is_ca":false},{"name":"Abrar Alshamari","is_ca":false},{"name":"Sara Alhuwairini","is_ca":false},{"name":"Alaa Althubaiti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07712612865245368,"gpt":0.4456614318054604,"spread":0.3685353031530068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01586004,0.0004172408,0.001004613,0.001336788,0.000342661,0.0001817556,0.002575182,0.0002562117,0.008271022],"category_scores_gemma":[0.02170289,0.0002797901,0.0002127465,0.0006375715,0.000637361,0.000457297,0.0009267379,0.002398043,0.00002449811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215324,"about_ca_system_score_gemma":0.005172908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003987419,"about_ca_topic_score_gemma":0.0004176126,"domain_scores_codex":[0.9746487,0.000649067,0.002637917,0.0005515832,0.0209775,0.0005352498],"domain_scores_gemma":[0.9947131,0.001080686,0.00100889,0.0003239152,0.00176802,0.001105394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088297,0.00154911,0.9645236,0.00008138177,0.0007720611,0.002973104,0.02581936,0.00002884241,0.000007603962,0.00004879581,0.002394278,0.0007136265],"study_design_scores_gemma":[0.01261956,0.0008623073,0.9574696,0.00202746,0.0001005199,0.002254836,0.01613457,0.00002131639,0.00003664721,0.0002402512,0.007945867,0.000287022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651785,0.0005273297,0.0003771073,0.02164655,0.01143108,0.0006615937,0.00001289575,0.00005001741,0.0001148472],"genre_scores_gemma":[0.9873018,0.0005567652,0.0001613548,0.007377487,0.003809402,0.0001056679,0.00003684096,0.00004822678,0.0006025162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02212316,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288063024","doi":"10.24911/ijmdc.51-1653578655","title":"Public knowledge and attitude regarding epileptic seizure in the Eastern Province, Saudi Arabia","year":2022,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Epilepsy research and treatment","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":"Epilepsy; Medicine; Cross-sectional study; Quarter (Canadian coin); Family medicine; Positive attitude; Psychiatry; Psychology; Geography","authors":[{"name":"Nasser Almulhim","is_ca":false},{"name":"Khurayzan Binsifran","is_ca":false},{"name":"Fahad A Al Mulhim","is_ca":false},{"name":"Mohammed Al Molhim","is_ca":false},{"name":"Razan Alhussain","is_ca":false},{"name":"Ahmed Almuthaffar","is_ca":false},{"name":"Ahlam Alhussain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04725573882865165,"gpt":0.3422524693726216,"spread":0.29499673054397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002193119,0.0001245238,0.0003176634,0.0007224042,0.00009184585,0.00004491611,0.0003726747,0.00002995945,0.00009716825],"category_scores_gemma":[0.0007854499,0.00007833271,0.00004045667,0.0003017003,0.0001864378,0.0001755713,0.0001504199,0.0005563702,0.000003586729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006631341,"about_ca_system_score_gemma":0.0009989871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006258894,"about_ca_topic_score_gemma":0.000264084,"domain_scores_codex":[0.997669,0.0002052138,0.0005808934,0.0001479339,0.001172713,0.00022426],"domain_scores_gemma":[0.9986596,0.0004881626,0.0002198863,0.0001067354,0.0004492124,0.00007643754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005026471,0.0001677226,0.975205,0.00008435373,0.0002013558,0.003082143,0.003199896,0.00001039676,0.00001298478,0.006034198,0.006442824,0.005056501],"study_design_scores_gemma":[0.01031481,0.0011147,0.7045568,0.002152137,0.00005092876,0.006955187,0.00287211,0.0002796349,0.00002407451,0.002393575,0.2691192,0.0001668965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8013796,0.005657175,0.0001713621,0.1896382,0.0006289967,0.0002944466,0.000003860335,0.000007339225,0.002219017],"genre_scores_gemma":[0.9950415,0.001775684,0.0002632268,0.002134075,0.0004553972,0.00002493471,0.000009717593,0.00001028448,0.0002851581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706482,"threshold_uncertainty_score":0.3194315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406717693","doi":"10.24911/ijmdc.51-1735495309","title":"Epidemiology, patterns, and outcomes of road traffic accidents in Saudi Arabia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Traffic and Road Safety","field":"Engineering","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":"Meta-analysis; Epidemiology; Road traffic; Systematic review; Environmental health; Medicine; Transport engineering; MEDLINE; Engineering; Political science","authors":[{"name":"Ibrahim Alrashedi","is_ca":false},{"name":"Thuraya Alshaikhi","is_ca":false},{"name":"Mohammed Μ. Alqahtani","is_ca":false},{"name":"Noura S. Alhudaithi","is_ca":false},{"name":"Taif Alshahrani","is_ca":false},{"name":"Hind Alshalhoob","is_ca":false},{"name":"Sara Alghamdi","is_ca":false},{"name":"Zainab Khaleel Alsolbi","is_ca":false},{"name":"Fatimah Ali Alamry","is_ca":false},{"name":"Najim Z. Alshahrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05427071708365803,"gpt":0.3729513416695972,"spread":0.3186806245859392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003166723,0.0003672566,0.008607554,0.001578635,0.00001220785,0.000008117727,0.000483162,0.0001511412,0.00002597402],"category_scores_gemma":[0.001879827,0.0002214919,0.0005212357,0.0004665926,0.0001054463,0.0001107826,0.00007311055,0.0004205467,5.117971e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002076871,"about_ca_system_score_gemma":0.0001845201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004638726,"about_ca_topic_score_gemma":0.0002270207,"domain_scores_codex":[0.9953425,0.000382893,0.003505776,0.0001901429,0.0004147136,0.0001639963],"domain_scores_gemma":[0.9960771,0.002265173,0.001203535,0.0001540527,0.0002521503,0.00004801403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005975032,0.00001661423,0.005807887,0.8648883,0.1182207,0.0001293937,0.0002508741,0.000773888,1.691416e-9,0.0003186325,0.0002643317,0.009323422],"study_design_scores_gemma":[0.00104637,0.00003076706,0.01617292,0.5948269,0.3800946,0.0004520323,0.00008063494,0.0001072259,4.595305e-8,0.00007963227,0.006656532,0.0004522786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001003138,0.9954919,0.000565979,0.0030169,0.000331175,0.0004405034,0.00003143342,0.000009773232,0.00001206285],"genre_scores_gemma":[0.001472687,0.9976469,0.0002459631,0.0005078015,0.00003599695,0.00003069175,0.00001494999,0.00001388719,0.00003108757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2700613,"threshold_uncertainty_score":0.9032178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367021534","doi":"10.24911/ijmdc.51-1679736974","title":"Perception of plastic surgery among medical students","year":2023,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Diversity and Career in Medicine","field":"Social Sciences","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":"Specialty; Medical education; Perception; Medicine; Cross-sectional study; Family medicine; Psychology","authors":[{"name":"Hani Shash","is_ca":false},{"name":"Sawsan Marzouq","is_ca":false},{"name":"Abdulrahman Alghamdi","is_ca":false},{"name":"Hayam Shash","is_ca":false},{"name":"Ahmed M Abu Quren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0325416462383182,"gpt":0.3615079241965862,"spread":0.328966277958268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007867249,0.00006800541,0.00027453,0.000777963,0.00006159504,0.00002999947,0.001032497,0.00008723351,0.0005713622],"category_scores_gemma":[0.01003431,0.0000567532,0.00005957246,0.0004433799,0.0008244889,0.0002417427,0.0001072644,0.0001842294,0.00001364196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536167,"about_ca_system_score_gemma":0.0008393377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006163973,"about_ca_topic_score_gemma":0.0003124602,"domain_scores_codex":[0.9935173,0.0001324378,0.0006070005,0.00007883218,0.005491944,0.0001724783],"domain_scores_gemma":[0.9965627,0.002073586,0.0003270156,0.00004175361,0.000892234,0.0001026781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006709932,0.00001811601,0.9528949,0.00002208378,0.00008104093,0.000326012,0.01100799,0.00001390068,0.000002753759,0.001954649,0.03174801,0.001863449],"study_design_scores_gemma":[0.0008774279,0.00003912878,0.9321529,0.002656114,0.00001979677,0.00001350987,0.03148463,0.00001397411,0.000004757501,0.0006841501,0.03198256,0.00007105273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638622,0.00008460893,0.0003440522,0.02880212,0.006267928,0.00003705604,0.000001625071,0.00001456784,0.0005858557],"genre_scores_gemma":[0.9923427,0.005490742,0.00002833308,0.0008301534,0.001173636,7.999288e-7,0.00000546813,0.000004208444,0.0001239214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02848055,"threshold_uncertainty_score":0.9983046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083173435","doi":"10.24911/ijmdc.51-1750430405","title":"Prevalence and determinants of thyroid dysfunction in adults with type-2 diabetes mellitus in Saudi Arabia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Data Analysis with R","field":"Computer Science","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":"Subclinical infection; Funnel plot; Diabetes mellitus; Thyroid dysfunction; Thyroid; Type 2 Diabetes Mellitus; Meta-analysis; Systematic review; Prevalence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01534218971752736,"gpt":0.2901556838350243,"spread":0.2748134941174969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00213507,0.0001291114,0.001275013,0.001308453,0.00001218051,0.00003448989,0.0005477897,0.00002763158,0.000006121933],"category_scores_gemma":[0.001001344,0.00008112114,0.00005160255,0.001280151,0.000116899,0.0004924933,0.0001088029,0.0001271418,2.302917e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032906,"about_ca_system_score_gemma":0.0001637063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009843953,"about_ca_topic_score_gemma":0.0008332889,"domain_scores_codex":[0.9977656,0.00017995,0.001171907,0.0002034042,0.000569567,0.0001095412],"domain_scores_gemma":[0.9979047,0.0005206217,0.0007246069,0.0001814795,0.0006436335,0.00002493437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648167,0.00008107584,0.8890107,0.0833085,0.02049817,0.0002700573,0.002142779,0.0002547669,0.000009182988,0.003616888,0.0001589857,0.0004841442],"study_design_scores_gemma":[0.0067209,0.0006007429,0.6157978,0.2676097,0.09087322,0.0002967795,0.0003599526,0.01303359,0.0003663924,0.003617837,0.00007875304,0.0006443273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5049221,0.4490719,0.01938689,0.02545025,0.0003177368,0.0007744262,0.000009373682,0.00001104931,0.00005628803],"genre_scores_gemma":[0.9578428,0.03823647,0.002603042,0.001261618,0.00001053633,0.00001418358,0.000001452385,0.000003250342,0.00002666801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4529207,"threshold_uncertainty_score":0.3308024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407062205","doi":"10.24911/ijmdc.51-1736520599","title":"Impact of early goal-directed therapy on outcomes in adult septic shock: a systematic review","year":2025,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Resilience 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":"Septic shock; Early goal-directed therapy; Intensive care medicine; Shock therapy; Medicine; Shock (circulatory); Sepsis; Severe sepsis; Internal medicine; Political science","authors":[{"name":"Samer Hobani","is_ca":false},{"name":"Hesham El-Beshbishy","is_ca":false},{"name":"Layan Arafah","is_ca":false},{"name":"Mohammed Khawajah","is_ca":false},{"name":"Joud Fathaldin","is_ca":false},{"name":"Layan Aljabri","is_ca":false},{"name":"Kholoud AlSharbatly","is_ca":false},{"name":"Rahaf Aldubiban","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04108209970714218,"gpt":0.4861504627046154,"spread":0.4450683629974732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001547554,0.0003737363,0.003648586,0.00162535,0.00001541169,0.00001405638,0.0009180764,0.0001771731,0.0001523556],"category_scores_gemma":[0.001639383,0.0002134457,0.0004062885,0.0006160682,0.0001129725,0.0001000211,0.000034906,0.0005506174,0.00001800182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189781,"about_ca_system_score_gemma":0.001816414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005034968,"about_ca_topic_score_gemma":0.00005399752,"domain_scores_codex":[0.9947122,0.0005896218,0.003222595,0.0002237446,0.001000271,0.000251604],"domain_scores_gemma":[0.9947418,0.001903154,0.002262377,0.0002455337,0.0007854593,0.00006165211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000541323,0.0004623115,0.01333235,0.8434749,0.003401023,0.0009868548,0.003846863,0.000002124894,1.169695e-7,0.002640101,0.006301597,0.1250104],"study_design_scores_gemma":[0.001456512,0.0005433178,0.007560094,0.983128,0.0002010372,0.0002931122,0.00006269381,3.720678e-7,1.452615e-7,0.00006000598,0.006532349,0.000162378],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00230421,0.9926668,0.00001109477,0.001502433,0.001798134,0.001209764,0.00001980539,0.00000909261,0.0004786808],"genre_scores_gemma":[0.0006105404,0.9973324,0.00003923618,0.001431348,0.000128038,0.00007082786,0.00001323695,0.0000190799,0.0003552765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.139653,"threshold_uncertainty_score":0.8704064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411636932","doi":"10.24911/ijmdc.51-1748157671","title":"Parental perspectives on pediatric emergency department use in Riyadh, Saudi Arabia: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Emergency and Acute Care 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":"Cross-sectional study; Emergency department; Medicine; Pediatrics; Family medicine; Nursing","authors":[{"name":"Dimah Alnowaiser","is_ca":false},{"name":"Fay Aldossari","is_ca":false},{"name":"Sarah Alrayya","is_ca":false},{"name":"Ibrahim Alghannam","is_ca":false},{"name":"Tahani K. Alshammari","is_ca":false},{"name":"Hanin Alsuwailem","is_ca":false},{"name":"Tahani Albohairy","is_ca":false},{"name":"Yara AlGoraini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02697363293713383,"gpt":0.3727667345059968,"spread":0.345793101568863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008358182,0.0002103206,0.0004558859,0.001315262,0.00007151096,0.00002462652,0.0002508544,0.00006844477,0.0001534842],"category_scores_gemma":[0.001845356,0.0001635645,0.00009723911,0.0005378704,0.0001334772,0.0002414655,0.00008031337,0.0004177874,0.00000441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008580651,"about_ca_system_score_gemma":0.0004275285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000133307,"about_ca_topic_score_gemma":0.000347297,"domain_scores_codex":[0.9970726,0.00007724798,0.0012951,0.0002678409,0.001078708,0.0002084875],"domain_scores_gemma":[0.9978292,0.0002895273,0.0003321658,0.0001078303,0.00139176,0.00004953266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001054991,0.0004616417,0.9862768,0.00004203503,0.0003640732,0.0006076032,0.002822585,0.00005886724,0.000005686904,0.001984398,0.006244007,0.00007730066],"study_design_scores_gemma":[0.004365919,0.0005077349,0.9856402,0.0005100959,0.00005601315,0.00009084858,0.004052318,0.000006601475,0.00002238427,0.000472833,0.004153686,0.0001214028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808549,0.003683761,0.0001096283,0.00982815,0.004572925,0.0002929496,0.000009677527,0.00001232213,0.0006356957],"genre_scores_gemma":[0.9847531,0.01317894,0.0001389409,0.0006489049,0.0009983331,0.00001921838,0.000008570481,0.00001002679,0.0002439768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009495176,"threshold_uncertainty_score":0.6669968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416821199","doi":"10.24911/ijmdc.51-1761682811","title":"Impact of vitamin D supplementation on insulin resistance and glycemic outcomes in adults with prediabetes: a systematic review","year":2025,"lang":"","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Vitamin D Research 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":"Glycemic; Insulin resistance; Observational study; Vitamin D and neurology; Randomized controlled trial; Insulin; Diabetes mellitus; Confounding; Systematic review","authors":[{"name":"Khalid Saad Alharbi","is_ca":false},{"name":"Mohammed M. H. Albariqi","is_ca":false},{"name":"Faisal Alharbi","is_ca":false},{"name":"Turki Albeladi","is_ca":false},{"name":"Lujain Alolowi","is_ca":false},{"name":"Mohammed Algurri","is_ca":false},{"name":"Sultan Alamri","is_ca":false},{"name":"Shahad Abduljalil Abualhamael","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01156197044156605,"gpt":0.3626097186871302,"spread":0.3510477482455641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002588335,0.0003928289,0.002225404,0.002139665,0.00004045896,0.00002675814,0.0005041637,0.0000960593,0.00004723996],"category_scores_gemma":[0.01117203,0.0002435288,0.0001106995,0.0008720388,0.0006187377,0.0002884615,0.0001190266,0.0005674728,0.000001202785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835021,"about_ca_system_score_gemma":0.001767269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001379191,"about_ca_topic_score_gemma":0.0004021473,"domain_scores_codex":[0.9938793,0.000332877,0.003057168,0.0003021609,0.002073113,0.0003554063],"domain_scores_gemma":[0.992774,0.002711409,0.001645712,0.0002307563,0.002548768,0.00008942464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01124584,0.0003816297,0.595207,0.3758599,0.003838107,0.0007743872,0.007386184,0.00003760545,0.00002099113,0.0009608355,0.003889188,0.0003983127],"study_design_scores_gemma":[0.01486544,0.001759486,0.2850984,0.6960456,0.0003084091,0.00004848886,0.001483307,0.0000391022,0.00005028435,0.0001269522,0.00004073149,0.0001338538],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877853,0.1317321,0.00033524,0.07612132,0.0008777285,0.002743618,0.00008173167,0.000007685097,0.0003153075],"genre_scores_gemma":[0.8022371,0.1961062,0.0002813591,0.001037058,0.00009573052,0.00005173734,0.0000127611,0.0000153122,0.0001627396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3201857,"threshold_uncertainty_score":0.9971573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415397515","doi":"10.24911/ijmdc.51-1737107151","title":"To evaluate and compare the efficacy of newer antidiabetic medications on cardiovascular outcomes","year":2025,"lang":"","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Diabetes Treatment and Management","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":"Liraglutide; Semaglutide; Glycemic; Diabetes mellitus; Discontinuation; Adverse effect; Type 2 diabetes; Randomized controlled trial; Clinical trial","authors":[{"name":"Omar Bahamdan","is_ca":false},{"name":"Asayel Alomri","is_ca":false},{"name":"Hussain Lajami","is_ca":false},{"name":"Naser Alsubaei","is_ca":false},{"name":"Mohammed Altuwaijri","is_ca":false},{"name":"Abdullah Alhajri","is_ca":false},{"name":"Jawad Uliwat","is_ca":false},{"name":"Assim Osman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0227945182792156,"gpt":0.3449319700935911,"spread":0.3221374518143755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002753008,0.0002813075,0.001105155,0.001311888,0.00007909679,0.00003879649,0.0006334065,0.00005937358,0.00008984855],"category_scores_gemma":[0.002664146,0.0001708933,0.0001993652,0.0005399078,0.0005279405,0.000100115,0.0001916836,0.0002836904,0.000008530125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204978,"about_ca_system_score_gemma":0.0006947178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009964882,"about_ca_topic_score_gemma":0.00002099954,"domain_scores_codex":[0.9958777,0.0001850588,0.001442624,0.0002459052,0.001994277,0.0002544379],"domain_scores_gemma":[0.9957163,0.001819653,0.0004975354,0.0003593887,0.001500679,0.0001064327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001646332,0.0007290837,0.7772841,0.0008279315,0.03484614,0.0004012012,0.009901473,0.002147374,0.00003030819,0.04680771,0.04280456,0.08257376],"study_design_scores_gemma":[0.01096842,0.0004222253,0.8272027,0.01437574,0.002115479,0.00001846784,0.001073559,0.0001080426,0.0002782769,0.0008332139,0.1424531,0.0001507967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5578366,0.02071869,0.001806717,0.410909,0.005656451,0.00089239,0.000009422623,0.000008862669,0.002161877],"genre_scores_gemma":[0.9797581,0.01068042,0.0003949611,0.008272008,0.0004036016,0.00001358861,0.000007210353,0.00001408805,0.0004560121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219215,"threshold_uncertainty_score":0.6968827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083198036","doi":"10.24911/ijmdc.51-1754944923","title":"CT findings associated with poor outcomes in emergency patients with traumatic brain injury","year":2025,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"History of Computing Technologies","field":"Computer Science","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":"Glasgow Coma Scale; Pathological; Traumatic brain injury; Radiological weapon; Population; Coma (optics); Observational study; Computed tomography; Concussion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279236391391926,"gpt":0.292413296360164,"spread":0.2796209324462448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000912945,0.0001662942,0.0003968528,0.001463764,0.00004544744,0.00003843193,0.001462834,0.00004243576,0.000009485497],"category_scores_gemma":[0.002059908,0.0001144553,0.00002671569,0.0007526452,0.0001643086,0.0004376557,0.0001303056,0.0002977032,0.000001260038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969928,"about_ca_system_score_gemma":0.0004557186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003864409,"about_ca_topic_score_gemma":0.0001705099,"domain_scores_codex":[0.997805,0.00006599013,0.0008231353,0.0001767849,0.0009319911,0.0001970879],"domain_scores_gemma":[0.9981787,0.0004746976,0.0004665702,0.0001417526,0.0007137724,0.00002454108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009644371,0.00009261467,0.9743724,0.00002145665,0.000173874,0.0001656093,0.001583032,0.00008270591,0.000003181204,0.01392213,0.006541453,0.002945052],"study_design_scores_gemma":[0.00308906,0.0003281694,0.9828417,0.003680141,0.000009058134,0.0000197718,0.0001213653,0.0003426916,0.00007537319,0.005485291,0.003818433,0.0001888959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751462,0.00008520904,0.02551556,0.09785713,0.001088676,0.0001049567,0.00000103415,0.00005025854,0.0001510406],"genre_scores_gemma":[0.9920812,0.00004246567,0.006249498,0.001504401,0.00002076981,0.000003678177,0.000001651835,0.000007034827,0.00008928804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169351,"threshold_uncertainty_score":0.4667352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380343448","doi":"10.24911/ijmdc.51-1684217569","title":"Characteristics and outcomes of older patients in the emergency department","year":2023,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Emergency and Acute Care 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; Emergency department; Triage; Cohort; Ambulatory; Emergency medicine; Population; Pediatrics; Medical emergency; Internal medicine; Nursing","authors":[{"name":"Osama Mohammed Binbakheet","is_ca":false},{"name":"Athar Arishi","is_ca":false},{"name":"Maha AlNefaei","is_ca":false},{"name":"Maryam Alsaffar","is_ca":false},{"name":"Sarah Alghamdi","is_ca":false},{"name":"Farah Alghamdi","is_ca":false},{"name":"Dalia Khoj","is_ca":false},{"name":"Mujtaba Alhalwachi","is_ca":false},{"name":"Fedaa Setaih","is_ca":false},{"name":"Abrar Almehmadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0196500174451173,"gpt":0.3369203785251761,"spread":0.3172703610800588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005955279,0.0000844625,0.0002949433,0.000347489,0.00001812459,0.000002959839,0.0001431325,0.00002659198,0.00003252226],"category_scores_gemma":[0.0009056804,0.00004862515,0.00003174941,0.0002133475,0.0000936201,0.00006585842,0.00004107591,0.0001149742,0.000001227588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005129793,"about_ca_system_score_gemma":0.00006769937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002419562,"about_ca_topic_score_gemma":0.00003130384,"domain_scores_codex":[0.9984655,0.00003000278,0.000719289,0.00006593765,0.0006217909,0.00009743111],"domain_scores_gemma":[0.9988839,0.0001790317,0.0002579282,0.0000514022,0.0006089662,0.00001878977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006638486,0.00003467786,0.9854212,0.00005006533,0.0001069933,0.0001062998,0.003788408,5.495015e-7,0.000004243869,0.0007170051,0.008612632,0.001091564],"study_design_scores_gemma":[0.001404764,0.0001011349,0.9860687,0.0006336632,0.0000258952,0.00002568277,0.0007730626,0.000004488897,0.00002347294,0.000362657,0.01053339,0.00004311433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594417,0.0005318489,0.00002837234,0.03825819,0.001467468,0.00009921478,0.000007858685,0.000003221122,0.0001620811],"genre_scores_gemma":[0.9749665,0.02365366,0.00006951178,0.001071235,0.0001806276,0.000003879204,0.00001524539,0.000004899358,0.00003444821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03718696,"threshold_uncertainty_score":0.1982876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093082709","doi":"10.24911/ijmdc.51-1758694136","title":"Prevalence and risk factors of postpartum depression in Saudi Arabia: systematic review","year":2025,"lang":"","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Maternal Mental Health During Pregnancy and Postpartum","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":"Postpartum depression; Breastfeeding; Observational study; Depression (economics); Mental health; Systematic review; Social support; Breast feeding","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01610804814616519,"gpt":0.3332903887487247,"spread":0.3171823406025596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003557133,0.0003436374,0.001796343,0.001168045,0.00005075005,0.00001996425,0.0005688322,0.0001622214,0.00008023735],"category_scores_gemma":[0.00544632,0.0002484468,0.00009506693,0.0004051869,0.0003646569,0.0002975892,0.0001671439,0.0007236693,0.000001843792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663243,"about_ca_system_score_gemma":0.0008273895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000320663,"about_ca_topic_score_gemma":0.00004362413,"domain_scores_codex":[0.9937879,0.0005376898,0.003778418,0.0002830735,0.001293405,0.0003195392],"domain_scores_gemma":[0.9943452,0.001712235,0.002571682,0.0002294329,0.001014958,0.0001264292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005214394,0.00005961385,0.574043,0.4235379,0.000205109,0.0001775838,0.0009732184,0.000004012818,0.000003081959,0.0003175601,0.0001070013,0.00005052581],"study_design_scores_gemma":[0.001852992,0.0001824884,0.3808478,0.6154519,0.0004093757,0.000201831,0.0001713517,0.00002755421,0.0003877395,0.0002762231,0.00008995963,0.0001008386],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.561443,0.4197493,0.0001553989,0.01421576,0.003329342,0.0009295779,0.00002109135,0.000004661413,0.0001518636],"genre_scores_gemma":[0.5279687,0.4706707,0.0000739793,0.00103433,0.0000932519,0.000009028115,0.000002298319,0.000008530607,0.0001391807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931952,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417098159","doi":"10.24911/ijmdc.51-1763151183","title":"Non-urgent emergency department use and primary health care bypass in Saudi Arabia: a systematic review of determinants and outcomes","year":2025,"lang":"","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Trauma and Emergency Care 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":"Triage; Emergency department; Observational study; Specialty; Health care; Medical prescription; Primary care; Retrospective cohort study","authors":[{"name":"Mazi Alanazi","is_ca":false},{"name":"Hussam S Alghamdi","is_ca":false},{"name":"Mohammed Alduayj","is_ca":false},{"name":"Maryam Alkhaldi","is_ca":false},{"name":"Shareef Alayuob","is_ca":false},{"name":"Danh Alghamdi","is_ca":false},{"name":"Abdelaati Babikir","is_ca":false},{"name":"Mohamed Saleh","is_ca":false},{"name":"Hossin Almahozi","is_ca":false},{"name":"Manal Althobiti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256271151477439,"gpt":0.3834056804125004,"spread":0.350842968897726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003057241,0.000807285,0.008083057,0.001790565,0.00008280293,0.00002179569,0.0005354433,0.0002055155,0.0000525191],"category_scores_gemma":[0.006531347,0.0005578949,0.0003609707,0.0006206505,0.0003385758,0.0002890477,0.000322124,0.0006660736,0.000001002812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877654,"about_ca_system_score_gemma":0.004325966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760887,"about_ca_topic_score_gemma":0.0005873378,"domain_scores_codex":[0.9883803,0.0004445935,0.008246908,0.000500867,0.00194818,0.0004791633],"domain_scores_gemma":[0.9911599,0.001168124,0.004448002,0.0003103929,0.002671777,0.0002418584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009729688,0.00006865575,0.09922012,0.8825158,0.001505986,0.0004703679,0.002825525,2.892347e-7,1.057934e-7,0.0000693826,0.002695572,0.01053093],"study_design_scores_gemma":[0.002137417,0.0003416413,0.0990531,0.8741437,0.001720164,0.0005345824,0.0008094791,8.634166e-7,9.00309e-7,0.00002277645,0.02091434,0.000321022],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004009204,0.9744659,0.00005250924,0.01411994,0.004774822,0.00242448,0.00007799582,0.000004664329,0.00007047166],"genre_scores_gemma":[0.004203151,0.9917821,0.0002732952,0.003245202,0.000250465,0.0001005146,0.00004257038,0.00003179163,0.00007087815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01821877,"threshold_uncertainty_score":0.9996873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391329262","doi":"10.24911/ijmdc.51-1704301041","title":"Use, beliefs, and attitude towards the use of complementary and alternative medicine in a sample among medical students in Saudi Arabia: A Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Complementary and Alternative 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":"Cross-sectional study; Positive attitude; Sample (material); Alternative medicine; Family medicine; Medicine; Quarter (Canadian coin); Medical education; Psychology; Traditional medicine; Social psychology","authors":[{"name":"Khalid A. Bin Abdulrahman","is_ca":false},{"name":"Faisal Saeed Al-Qahtani","is_ca":false},{"name":"Turki Algannas","is_ca":false},{"name":"Abdulaziz Z. Alomar","is_ca":false},{"name":"Muhamad Muslim Aljurfi","is_ca":false},{"name":"Saud Almudarra","is_ca":false},{"name":"Abdulaziz Alnayil","is_ca":false},{"name":"Suha Alrumaih","is_ca":false},{"name":"Yazeed Alsalamah","is_ca":false},{"name":"Abdulaziz Z Aljoufi","is_ca":false},{"name":"Duhaim S Alsubaie","is_ca":false},{"name":"Nasser H Alarfaj","is_ca":false},{"name":"Mohammed Koshan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1196432811794429,"gpt":0.4294949165360873,"spread":0.3098516353566445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003383598,0.000273537,0.0008025383,0.001230736,0.00005958495,0.00007616749,0.0004662425,0.00003849607,0.0001991972],"category_scores_gemma":[0.003392264,0.0001688531,0.00004507236,0.0004415941,0.001345696,0.0004883042,0.0004349498,0.0007014265,3.165808e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097408,"about_ca_system_score_gemma":0.0003108735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225396,"about_ca_topic_score_gemma":0.009607859,"domain_scores_codex":[0.9944348,0.0002195236,0.001852529,0.0003404024,0.002905286,0.0002474692],"domain_scores_gemma":[0.995497,0.003301878,0.0003630852,0.0001168775,0.0006111814,0.0001099685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006033699,0.0001886715,0.9838812,0.0001330181,0.0007365682,0.001677079,0.009696974,0.00002828203,0.00001007798,0.0008051099,0.0005433566,0.001696259],"study_design_scores_gemma":[0.007860826,0.001022372,0.9743637,0.007091288,0.00006430233,0.0004977694,0.002375495,0.0003126558,0.00001294162,0.0006585213,0.00561505,0.0001251091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646955,0.002421192,0.0003661078,0.03053319,0.00140789,0.0005231993,0.00002970499,0.000007812046,0.00001538509],"genre_scores_gemma":[0.9913918,0.005657775,0.0003272819,0.001587042,0.0009523045,0.00001943647,0.00002119593,0.00001621793,0.00002693802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02894614,"threshold_uncertainty_score":0.9943236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406164244","doi":"10.24911/ijmdc.51-1733209856","title":"Adhesive-related skin injuries in adult ICU patients: uncovering prevalence and key risk factors – a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Surgical Sutures and Adhesives","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":"Meta-analysis; Medicine; Intensive care medicine; Key (lock); Systematic review; Emergency medicine; MEDLINE; Internal medicine; Biology; Ecology","authors":[{"name":"Basel H Bakhamees","is_ca":false},{"name":"Mona Alshehri","is_ca":false},{"name":"Samar Aljubayri","is_ca":false},{"name":"Nasser Alyami","is_ca":false},{"name":"Mohammed Almousa","is_ca":false},{"name":"Mohammad Oti","is_ca":false},{"name":"Sarah Aljaied","is_ca":false},{"name":"Bodour Alqarni","is_ca":false},{"name":"Abdulrahman Alahmari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02770820390074579,"gpt":0.3461284889248865,"spread":0.3184202850241407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001448783,0.0005037825,0.006201849,0.001543553,0.00002967388,0.00006604545,0.0003085748,0.000168237,0.000104365],"category_scores_gemma":[0.004545617,0.0002631286,0.0007749135,0.0008626088,0.0002188665,0.0002038043,0.0001353039,0.0006400632,0.000002672985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555356,"about_ca_system_score_gemma":0.000299669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001432587,"about_ca_topic_score_gemma":0.00005152668,"domain_scores_codex":[0.9950877,0.0003881175,0.002881398,0.0003622504,0.001082656,0.0001978455],"domain_scores_gemma":[0.9956434,0.001382232,0.001823996,0.0001625466,0.000870484,0.0001173364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005031325,0.00005252926,0.00794574,0.8644909,0.1234861,0.0005114768,0.001526648,0.000003249178,1.429858e-8,0.000773247,0.0002217648,0.0009380726],"study_design_scores_gemma":[0.0008264312,0.0001277326,0.00199056,0.4723645,0.5079752,0.0002769207,0.000114574,0.000003799247,4.02736e-7,0.0001997321,0.015823,0.0002971154],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001989007,0.9942489,0.000008404671,0.002550034,0.0002964903,0.0008138646,0.00006067903,0.000009426994,0.00002320658],"genre_scores_gemma":[0.001684647,0.9973181,0.00008942252,0.0006269265,0.00008323484,0.00003522311,0.00002835872,0.00002716828,0.0001069111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3921264,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406854065","doi":"10.24911/ijmdc.51-1735149565","title":"The Influence of Childhood Trauma on Adult Mental Health","year":2025,"lang":"en","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Resilience 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":"Mental health; Psychology; Developmental psychology; Psychiatry","authors":[{"name":"Ahmed Abdelsamie Fadl","is_ca":false},{"name":"Refal Alnughaymishi","is_ca":false},{"name":"Naseem Alrawaili","is_ca":false},{"name":"Ghadeer Alqarni","is_ca":false},{"name":"Y Modawi","is_ca":false},{"name":"Nehal Alqurashi","is_ca":false},{"name":"Omniya Ajlan","is_ca":false},{"name":"Othman Alturki","is_ca":false},{"name":"Yasser Al-jaffer","is_ca":false},{"name":"Ahmed Ramadhan","is_ca":false},{"name":"Reem Alhulaisi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01172587743331524,"gpt":0.4031669205053573,"spread":0.391441043072042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008769426,0.00008284678,0.0002128127,0.0003081854,0.00007592386,0.00001010381,0.0004829536,0.00003287937,0.00002516365],"category_scores_gemma":[0.0002640817,0.00005152557,0.00003047095,0.0001773254,0.0002415965,0.00008040619,0.00002521846,0.0002015167,0.000004572035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051464,"about_ca_system_score_gemma":0.0005255244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002927823,"about_ca_topic_score_gemma":0.0001326199,"domain_scores_codex":[0.9982682,0.00008687652,0.0008297054,0.00009097151,0.0005647243,0.000159495],"domain_scores_gemma":[0.9986445,0.0003705173,0.0004730062,0.00009088079,0.0003849792,0.00003611925],"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":[0.002727802,0.0004047636,0.1283342,0.0001132471,0.0005093654,0.0001000221,0.0451561,0.0002022987,0.0000414419,0.5037785,0.07909595,0.2395363],"study_design_scores_gemma":[0.002983113,0.0005360648,0.9044041,0.00426034,0.00000416156,0.0001545447,0.004092549,0.000003129054,0.0002573108,0.003020525,0.0802208,0.00006336397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337703,0.001235826,0.00006703319,0.1603057,0.002536166,0.0001116891,0.00000367277,0.00000317994,0.001966363],"genre_scores_gemma":[0.9826846,0.003717121,0.00009090183,0.01312671,0.0001610581,0.000003407267,0.000001758499,0.000003758547,0.0002106641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7760699,"threshold_uncertainty_score":0.2101152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417193509","doi":"10.24911/ijmdc.51-1762065286","title":"The impact of sleep disorders on nonmotor symptoms in patients with Parkinson&amp;apos;s disease; a systematic review","year":2025,"lang":"","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Parkinson's Disease Mechanisms and 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":"Excessive daytime sleepiness; Sleep (system call); Insomnia; Psychological intervention; Disease; Systematic review; Deep brain stimulation; Sleep disorder; REM sleep behavior disorder","authors":[{"name":"Zainah Al-Qahtani","is_ca":false},{"name":"Lujain A Alasmre","is_ca":false},{"name":"Hind A Alasmre","is_ca":false},{"name":"Abdullah Alshahrani","is_ca":false},{"name":"Remaz Ghabrah","is_ca":false},{"name":"Raghad Alhebshi","is_ca":false},{"name":"Basel Garah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01567304613735339,"gpt":0.3362253789747171,"spread":0.3205523328373637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001589412,0.0005066574,0.001653312,0.001124421,0.000094182,0.00004936132,0.0008042699,0.00009045264,0.00007686806],"category_scores_gemma":[0.003192087,0.0002671988,0.0002902051,0.00076594,0.0003793374,0.0002138959,0.00008870303,0.0004246852,0.000007601986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955838,"about_ca_system_score_gemma":0.00204812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00015886,"about_ca_topic_score_gemma":0.0001172735,"domain_scores_codex":[0.9941263,0.0003609432,0.002535582,0.0003285884,0.002229099,0.0004194447],"domain_scores_gemma":[0.9945999,0.001236901,0.001927015,0.0004135769,0.00160952,0.0002131142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01076067,0.001311768,0.9318587,0.04353891,0.005989684,0.0002959439,0.000672908,0.0001860819,7.008081e-7,0.002033809,0.00137632,0.001974461],"study_design_scores_gemma":[0.00972331,0.0008627484,0.5269369,0.4583528,0.0009144663,0.00001010001,0.0000769516,0.00007081645,0.000002859382,0.000509935,0.00237309,0.0001659704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060291,0.1559954,0.0007028224,0.03025892,0.002901893,0.003647857,0.0001308594,0.0000120381,0.0003210767],"genre_scores_gemma":[0.9216488,0.07641675,0.00005925846,0.001513129,0.0001352673,0.00006350208,0.00003307968,0.0000283859,0.0001018545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4148139,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386984029","doi":"10.24911/ijmdc.51-1692024748","title":"Impact of diabetes and hypertension for the development of cardiovascular diseases: a systematic review","year":2023,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","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; Diabetes mellitus; Blood pressure; Body mass index; Internal medicine; Lipid profile; Type 2 diabetes; Renal function; Endocrinology","authors":[{"name":"Md Sayed Ali Sheikh","is_ca":false},{"name":"Basil Mohammed Alomair","is_ca":false},{"name":"Rana Amsaiab","is_ca":false},{"name":"Wejdan Alhirsan","is_ca":false},{"name":"Alashjaee Alashjaee","is_ca":false},{"name":"Rasha Harbi","is_ca":false},{"name":"Faisal Al Harbi","is_ca":false},{"name":"Nouf Nashmi M. Alazmi","is_ca":false},{"name":"Alhanof Ahmed Althari","is_ca":false},{"name":"Rahaf Alsabilah","is_ca":false},{"name":"O. A.M. Al-Sahli","is_ca":false},{"name":"Mona Aljarallah","is_ca":false},{"name":"Renad Almusayyab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05181131005315331,"gpt":0.3595759007552744,"spread":0.3077645907021211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004029813,0.0003403785,0.00567863,0.0006938484,0.00003569575,0.00001346481,0.0004662819,0.0001179203,0.000006044974],"category_scores_gemma":[0.005524317,0.000170006,0.001665361,0.0003634185,0.0002374102,0.00007637729,0.00009946559,0.0002342568,0.000001159628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517346,"about_ca_system_score_gemma":0.001993599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007931795,"about_ca_topic_score_gemma":0.000009149298,"domain_scores_codex":[0.9951172,0.0001885528,0.00274623,0.00020069,0.001551018,0.0001963472],"domain_scores_gemma":[0.9942799,0.001762064,0.001673033,0.0003494095,0.001853845,0.00008180714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002726837,0.00002995403,0.00008940346,0.7863406,0.02518979,0.00004200776,0.0002446859,0.000005974072,6.977248e-8,0.00001958808,0.0005031201,0.1875075],"study_design_scores_gemma":[0.001273545,0.0001614436,0.001152291,0.8729801,0.01612648,0.0002159848,0.00006665476,0.000009781116,0.000001539143,0.00003188069,0.1078271,0.0001531832],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004159488,0.9960249,0.00049033,0.0004329611,0.0005568411,0.002035521,0.00003211415,0.000007354432,0.000004002182],"genre_scores_gemma":[0.0002350007,0.9985219,0.0005264066,0.0001050497,0.0003834974,0.0001346202,0.00003750699,0.00004427136,0.00001169507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1873543,"threshold_uncertainty_score":0.6932643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417476227","doi":"10.24911/ijmdc.51-1759667128","title":"Awareness about the role of artificial intelligence in diagnostic radiology among medical students in Saudi Arabia: a crosssectional study","year":2025,"lang":"","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Artificial Intelligence in Healthcare and Education","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":"Curriculum; Quarter (Canadian coin); Test (biology); Descriptive statistics; Perception; MEDLINE","authors":[{"name":"Alzahrani","is_ca":false},{"name":"Bader Alghamdi","is_ca":false},{"name":"Haneen Altowairqi","is_ca":false},{"name":"Wajd Alotaibi","is_ca":false},{"name":"Nawaf Alsyali","is_ca":false},{"name":"Faris Alharthi","is_ca":false},{"name":"Mashael Alhumaidi Alotaibi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05537839965729454,"gpt":0.4494182204273351,"spread":0.3940398207700406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01100499,0.0003673773,0.001232714,0.002557468,0.0001247629,0.00007964735,0.00191351,0.000395158,0.0003258852],"category_scores_gemma":[0.034659,0.0002819585,0.000112285,0.001725244,0.001625164,0.0003035862,0.0002828125,0.00167417,0.000006594436],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666668,"about_ca_system_score_gemma":0.006675845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01014836,"about_ca_topic_score_gemma":0.02340897,"domain_scores_codex":[0.9891744,0.0008370738,0.005776662,0.0004543706,0.003218719,0.0005388109],"domain_scores_gemma":[0.9849032,0.01072925,0.001448945,0.0002813438,0.002489442,0.000147846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397597,0.001169039,0.9363485,0.000140669,0.0002799519,0.0006441633,0.02069325,0.00100716,0.00000800076,0.004880352,0.0001498892,0.03328142],"study_design_scores_gemma":[0.0008017094,0.0006361749,0.915927,0.01629686,0.00008491106,0.0002146915,0.042257,0.002057397,0.0005177739,0.01999868,0.001009736,0.00019808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311331,0.009186558,0.002624762,0.04596758,0.01013405,0.0008598711,0.000004311875,0.000005396627,0.00008440106],"genre_scores_gemma":[0.9840891,0.01249545,0.00005570329,0.001573552,0.001671047,0.00006489555,0.000007154561,0.00001757945,0.0000255546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.052956,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406886402","doi":"10.24911/ijmdc.51-1736544139","title":"Epidemiological patterns, outcomes, and mortality rates of abdominal surgical emergencies in Saudi Arabia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Cardiac, Anesthesia and Surgical Outcomes","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":"Epidemiology; Meta-analysis; Medicine; Mortality rate; Intensive care medicine; Environmental health; Emergency medicine; Surgery; Pathology","authors":[{"name":"Mohammed Karkaman","is_ca":false},{"name":"Ahmad Alzufairi","is_ca":false},{"name":"Rana Al-Shahrani","is_ca":false},{"name":"Fahad S. Alqurashi","is_ca":false},{"name":"Ahmad AlQalaf","is_ca":false},{"name":"Fajer B Alyaqout","is_ca":false},{"name":"Reema Alqhatani","is_ca":false},{"name":"Ghaidaa Alqahtani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1082489925457873,"gpt":0.4392401891308489,"spread":0.3309911965850616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007126583,0.0004878733,0.01829863,0.001351821,0.00001889929,0.00001631681,0.0003307837,0.0002105082,0.0001395055],"category_scores_gemma":[0.007060827,0.0002500424,0.001931762,0.0006627066,0.0003194854,0.0000890256,0.0001144246,0.0005345818,5.438895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100345,"about_ca_system_score_gemma":0.000472134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001626236,"about_ca_topic_score_gemma":0.00007498355,"domain_scores_codex":[0.9927345,0.001132133,0.004536184,0.0003328969,0.001048728,0.0002155543],"domain_scores_gemma":[0.9887232,0.008344245,0.001929613,0.0002278922,0.0006611217,0.0001138958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008124835,0.000070294,0.1555444,0.7080646,0.1280234,0.003272761,0.0001127161,0.000001683027,1.035525e-8,0.003570246,0.0001216335,0.001137001],"study_design_scores_gemma":[0.001865697,0.0001101488,0.03880674,0.3134433,0.5999742,0.003213271,0.00009370639,0.000003863058,1.884496e-7,0.000127966,0.04198033,0.0003805927],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004547031,0.9856782,0.00009101841,0.01272536,0.000164399,0.0007727462,0.00002881938,0.000004372941,0.00008040243],"genre_scores_gemma":[0.0006142777,0.9973497,0.0002167638,0.001488508,0.00007091555,0.00005087166,0.00002787309,0.00001041589,0.0001706966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4719508,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403829540","doi":"10.24911/ijmdc.51-1727118608","title":"Efficacy and safety of ACE inhibitors versus calcium channel blockers in the management of hypertension in adults: a systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Blood Pressure and Hypertension 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":"Calcium channel; Medicine; Calcium channel blocker; Safety profile; Adrenergic beta-Antagonists; Pharmacology; Calcium; Internal medicine; Adverse effect; Propranolol","authors":[{"name":"Fahad Bhutto","is_ca":false},{"name":"Sultan Alhazza","is_ca":false},{"name":"Badr Alkadhi","is_ca":false},{"name":"Fahad M. Alshehri","is_ca":false},{"name":"Dhafer Alshehri","is_ca":false},{"name":"Naif A. Alghamdi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06777538126676351,"gpt":0.3630523016206833,"spread":0.2952769203539198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002273636,0.0002838999,0.003239664,0.0009316728,0.00001309458,0.000006842934,0.0003428932,0.0001170216,0.00000370312],"category_scores_gemma":[0.0006499854,0.0001467685,0.0001592557,0.0005699839,0.0001896533,0.0000549346,0.0001437394,0.0004975706,0.000001171712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012903,"about_ca_system_score_gemma":0.0002627763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005171716,"about_ca_topic_score_gemma":0.00002030177,"domain_scores_codex":[0.9957188,0.0001927445,0.002633287,0.0001937689,0.001119455,0.0001419717],"domain_scores_gemma":[0.9971424,0.0009861526,0.001066429,0.0001723981,0.0006005559,0.00003208778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007424073,0.00008417948,0.00001930503,0.979782,0.002617645,0.002124181,0.001698915,5.00573e-7,1.151468e-7,0.0003539989,0.006697301,0.005879432],"study_design_scores_gemma":[0.003568925,0.0001532472,0.00007285385,0.8942462,0.005469277,0.0009529238,0.001031317,0.00000296063,7.434711e-7,0.00001593546,0.09438329,0.0001023741],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001255328,0.9761427,0.0000043369,0.02160114,0.0009270113,0.001135541,0.000005774598,0.000003098725,0.00005483466],"genre_scores_gemma":[0.0009925531,0.9977257,0.0001664853,0.0008687677,0.0001790155,0.00002676182,0.000008548129,0.00001717084,0.00001504667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08768599,"threshold_uncertainty_score":0.5985045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411369234","doi":"10.24911/ijmdc.51-1738790979","title":"Cochlear implantation in patients with anomalous cochleovestibular anatomy: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Medicine in Developing Countries","topic":"Head and Neck Anomalies","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":"Meta-analysis; Cochlear implantation; Medicine; Anatomy; Audiology; Hearing loss; Internal medicine","authors":[{"name":"Saeed Orage","is_ca":false},{"name":"Asma Alhubishi","is_ca":false},{"name":"Nouf Almalki","is_ca":false},{"name":"Raghad Albarakati","is_ca":false},{"name":"Lujain Alshaikh","is_ca":false},{"name":"Aseel Alshanqiti","is_ca":false},{"name":"Nada K. Alharbi","is_ca":false},{"name":"Abdulrahman Althubaiti","is_ca":false},{"name":"Mariam Al Sheikah","is_ca":false},{"name":"Wed Salah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759455873847172,"gpt":0.3664673561626641,"spread":0.3388727974241924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303117,0.0003973593,0.007417526,0.002502715,0.00002406668,0.00003254904,0.0003072144,0.0001244295,0.00006038123],"category_scores_gemma":[0.001293151,0.0002240911,0.0003713167,0.001091755,0.0001430352,0.0001550173,0.00005295944,0.0004160513,0.000001913466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417117,"about_ca_system_score_gemma":0.001182499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005635339,"about_ca_topic_score_gemma":0.00008171007,"domain_scores_codex":[0.9958193,0.0002983152,0.002369576,0.0002657123,0.001061474,0.0001856663],"domain_scores_gemma":[0.996171,0.0008504499,0.00148623,0.0001945128,0.001214019,0.00008379845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001348808,0.00007941561,0.005906751,0.8885021,0.1017861,0.001018407,0.0002479222,0.000001437329,5.320034e-9,0.0007744436,0.000252368,0.001296235],"study_design_scores_gemma":[0.002099877,0.000219058,0.001730631,0.5155247,0.4597004,0.0005890436,0.00003862204,0.000001073435,1.065185e-7,0.00003703318,0.01981946,0.0002399751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002028745,0.9933248,0.0001098773,0.005005168,0.0001226173,0.001138258,0.00003568976,0.000006989478,0.00005376592],"genre_scores_gemma":[0.0004357705,0.9959916,0.0003904865,0.002853496,0.00005711378,0.00004174281,0.0001138586,0.00001869095,0.00009727198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3729773,"threshold_uncertainty_score":0.9138168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}