{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"9acffaee4801","filters":{"venue":"Magnetic Resonance in Medical Sciences"}},"results":[{"id":"W1784938350","doi":"10.2463/mrms.2015-0006","title":"Correlation between Hyperintense Vessels on FLAIR Imaging and Arterial Circulation Time on Cerebral Angiography","year":2015,"lang":"en","type":"article","venue":"Magnetic Resonance in Medical Sciences","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Fluid-attenuated inversion recovery; Collateral circulation; Radiology; Internal carotid artery; Angiography; Cerebral angiography; Middle cerebral artery; Magnetic resonance angiography; Occlusion; Magnetic resonance imaging; Cardiology; Internal medicine; Ischemia","authors":[{"name":"Seung Ha Lee","is_ca":false},{"name":"Kwon–Duk Seo","is_ca":false},{"name":"Ji Hwa Kim","is_ca":false},{"name":"Sang Hyun Suh","is_ca":false},{"name":"Sung Jun Ahn","is_ca":false},{"name":"Kyung‐Yul Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02150848756255645,"gpt":0.2721032567975577,"spread":0.2505947692350012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008992471,0.0001307614,0.0002162482,0.0002319462,0.00006049894,0.00003712416,0.0001234161,0.00007105099,0.0002922259],"category_scores_gemma":[0.0005341211,0.000101793,0.00004526766,0.000502329,0.0005514803,0.00008714484,0.00005989213,0.0001761986,0.00008160785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005530808,"about_ca_system_score_gemma":0.00007095941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003625711,"about_ca_topic_score_gemma":0.000001984904,"domain_scores_codex":[0.9978526,0.00006437545,0.0002712147,0.0004107719,0.001115721,0.0002853052],"domain_scores_gemma":[0.9993665,0.0001527365,0.00005686868,0.0001526688,0.00002931853,0.0002419567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354949,0.00007953833,0.7377048,0.00001342123,0.000004874537,0.0001173131,0.0003223719,0.00002794299,0.0001261666,0.0001497689,0.01073036,0.250588],"study_design_scores_gemma":[0.001785093,0.0007159838,0.9619221,0.0003272522,0.0000226447,0.0000330707,0.000154332,0.02195317,0.00003933319,0.0003400115,0.01257048,0.0001365052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772964,0.0007106483,0.000111145,0.007168963,0.000235458,0.0003013276,0.000002298231,0.00003941936,0.01413438],"genre_scores_gemma":[0.998072,0.00001777731,0.0004732821,0.0009477675,0.0002881578,0.00001586198,0.000007714862,0.000007299613,0.0001701673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2504515,"threshold_uncertainty_score":0.4150997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071944063","doi":"10.2463/mrms.4.27","title":"Effect of Regional Tracer Delay on CBF in Healthy Subjects Measured with Dynamic Susceptibility Contrast-Enhanced MRI: Comparison with 15O-PET","year":2005,"lang":"en","type":"article","venue":"Magnetic Resonance in Medical Sciences","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Nuclear medicine; Cerebral blood flow; White matter; Deconvolution; Positron emission tomography; Magnetic resonance imaging; Perfusion scanning; Perfusion; Nuclear magnetic resonance; Radiology; Internal medicine; Physics; Algorithm; Mathematics","authors":[{"name":"Masanobu Ibaraki","is_ca":false},{"name":"Eku Shimosegawa","is_ca":false},{"name":"Hideto Toyoshima","is_ca":false},{"name":"Keiichi Ishigame","is_ca":false},{"name":"Hiroshi Ito","is_ca":true},{"name":"Kazuhiro Takahashi","is_ca":false},{"name":"Shuichi Miura","is_ca":false},{"name":"Iwao Kanno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01791677219161388,"gpt":0.3495742517008881,"spread":0.3316574795092742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001728209,0.0002061361,0.0005755674,0.0001386351,0.00007230601,0.000009158573,0.0002787087,0.00009829931,0.0001294193],"category_scores_gemma":[0.0002388018,0.0001242654,0.00003800205,0.0009851807,0.001510857,0.00007615978,0.0000204454,0.000475769,0.000003535138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668843,"about_ca_system_score_gemma":0.0003641525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909744,"about_ca_topic_score_gemma":0.006518334,"domain_scores_codex":[0.9968759,0.0001777457,0.0005242817,0.0006014179,0.001351179,0.0004694354],"domain_scores_gemma":[0.9986972,0.000572937,0.0001461284,0.0002995066,0.00005820577,0.000226003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01138461,0.002331563,0.1690342,0.0002668131,0.00000509149,0.0001470476,0.0007913921,0.002512665,0.002931371,0.0009910567,0.0002607371,0.8093435],"study_design_scores_gemma":[0.02320259,0.08678137,0.7527107,0.005721578,0.00007004325,0.0003965543,0.0006547766,0.1046616,0.01587299,0.0006750568,0.008259755,0.0009929597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985751,0.001626073,0.002905708,0.007553531,0.00001525711,0.00120626,0.000003088067,0.00004422462,0.000894898],"genre_scores_gemma":[0.9878724,0.0003115737,0.0110442,0.0004612757,0.00002850765,0.0002258821,0.000004074904,0.00001073396,0.00004136214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8083505,"threshold_uncertainty_score":0.5566815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040385438","doi":"10.2463/mrms.8.47","title":"Evaluation of Initial Diffusion-weighted Image Findings in Acute Stroke Patients using a Semiquantitative Score","year":2009,"lang":"en","type":"article","venue":"Magnetic Resonance in Medical Sciences","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Magnetic resonance imaging; Thrombolysis; Stroke (engine); Diffusion MRI; Radiology; Internal medicine; Nuclear medicine","authors":[{"name":"Naomi Morita","is_ca":false},{"name":"Masafumi Harada","is_ca":false},{"name":"Masaaki Uno","is_ca":false},{"name":"Shunji Matsubara","is_ca":false},{"name":"Shinji Nagahiro","is_ca":false},{"name":"Hiromu Nishitani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04557236178513392,"gpt":0.3759612911575713,"spread":0.3303889293724374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002813778,0.0001541665,0.0003506005,0.0003736139,0.00005270332,0.00001730709,0.0003144627,0.000112154,0.0005950009],"category_scores_gemma":[0.001883299,0.0001202564,0.00004870269,0.001127426,0.0006459875,0.0001604949,0.0001059209,0.000258122,0.000004108736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168132,"about_ca_system_score_gemma":0.0003856831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139926,"about_ca_topic_score_gemma":0.000033645,"domain_scores_codex":[0.9949222,0.0001804773,0.0005855986,0.0004285283,0.003494405,0.000388779],"domain_scores_gemma":[0.9992524,0.00015251,0.0001206702,0.0001617389,0.0001882826,0.0001244072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002060814,0.0007704062,0.3733297,0.00003229045,0.000008563041,0.0001457985,0.001197972,0.000007324291,0.004272175,0.0001237218,0.0007072914,0.6191987],"study_design_scores_gemma":[0.005104629,0.001396324,0.8667307,0.001044788,0.00009644737,0.00000941792,0.0002711886,0.1231989,0.001215009,0.0006275554,0.0001517958,0.0001532435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915947,0.0007962678,0.00007192128,0.001071369,0.0001054717,0.0007091835,0.000007909841,0.00001091722,0.005632209],"genre_scores_gemma":[0.9933847,0.0001355975,0.005991711,0.0003738642,0.00003321281,0.00001935923,0.000006700764,0.000005281991,0.00004960274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6190454,"threshold_uncertainty_score":0.6514843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096961816","doi":"10.2463/mrms.5.17","title":"Development of an ESR/MR Dual-imaging System as a Tool to Detect Bioradicals","year":2006,"lang":"en","type":"article","venue":"Magnetic Resonance in Medical Sciences","topic":"Electron Spin Resonance Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"Japan Society for the Promotion of Science","keywords":"Magnet; Magnetic resonance imaging; Nuclear magnetic resonance; Medicine; Electromagnetic shielding; Nuclear medicine; Radiology; Physics","authors":[{"name":"Hirotada Fujii","is_ca":false},{"name":"Masaaki Aoki","is_ca":true},{"name":"Tomoyuki Haishi","is_ca":false},{"name":"Kouichi Itoh","is_ca":false},{"name":"Motomichi Sakata","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009226715909104044,"gpt":0.2830124277529349,"spread":0.2737857118438309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375027,0.000174268,0.0002566961,0.000101155,0.0001509087,0.00003026016,0.0005246905,0.00009800633,0.00004669262],"category_scores_gemma":[0.0003884558,0.0001415264,0.00003994584,0.0005643422,0.0005870351,0.000007665978,0.0002071672,0.0001012595,0.00001353155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004292834,"about_ca_system_score_gemma":0.0004740687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418587,"about_ca_topic_score_gemma":0.0008342053,"domain_scores_codex":[0.9972553,0.00008953234,0.0005518112,0.0005965373,0.0009519253,0.0005549181],"domain_scores_gemma":[0.9994695,0.0000313105,0.00008184076,0.0002349592,0.00004692185,0.0001354909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005706003,0.0001102983,0.01206536,0.00005886429,0.000003388118,0.00008742502,0.0001743496,0.00002492943,0.1253209,0.0008204195,0.0006446797,0.8606324],"study_design_scores_gemma":[0.001828866,0.002530347,0.2571911,0.0009276536,0.00001321343,0.0001997362,0.001100904,0.001570689,0.3226998,0.0005841622,0.4102263,0.001127206],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849863,0.0120527,0.0002507531,0.0004848929,0.00008566184,0.0002479911,0.000002227255,0.00001749533,0.001871951],"genre_scores_gemma":[0.9780726,0.0001042209,0.02116174,0.000270799,0.0001290047,0.00009822976,0.000002968777,0.00001025232,0.0001502011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595052,"threshold_uncertainty_score":0.5771279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399762448","doi":"10.2463/mrms.rev.2023-0174","title":"Reproducible Research Practices in Magnetic Resonance Neuroimaging: A Review Informed by Advanced Language Models","year":2024,"lang":"en","type":"review","venue":"Magnetic Resonance in Medical Sciences","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Neuroimaging; Magnetic resonance imaging; Medical physics; Radiology; Psychiatry","authors":[{"name":"Agâh Karakuzu","is_ca":true},{"name":"Mathieu Boudreau","is_ca":true},{"name":"Nikola Stikov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.122022171682651,"gpt":0.4878586616619054,"spread":0.3658364899792543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01770217,0.0007371954,0.002796359,0.001151379,0.0001877726,0.0002418664,0.002081492,0.000468346,0.0007116185],"category_scores_gemma":[0.0365785,0.0005135786,0.0003217456,0.007122859,0.002344695,0.0004376779,0.0007250411,0.00617244,0.0001736276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061722,"about_ca_system_score_gemma":0.003995808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000962726,"about_ca_topic_score_gemma":0.000157091,"domain_scores_codex":[0.9871801,0.001378616,0.002310169,0.002706115,0.004637373,0.001787617],"domain_scores_gemma":[0.9948888,0.00237922,0.0005455154,0.001374935,0.0001141849,0.000697302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001581522,0.0001559086,0.0000864337,0.02994892,0.000003071086,0.001849405,0.0002199373,9.766862e-7,9.253196e-7,0.000229598,0.03233214,0.9351569],"study_design_scores_gemma":[0.0005322141,0.0005013188,0.00004867828,0.1802756,0.0001305463,0.0005438896,0.00009870344,0.005984471,2.525066e-7,0.0004005934,0.8110817,0.0004020248],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000208179,0.9705201,0.000002546855,0.01453593,0.0004791564,0.002532449,0.00001349676,0.0001041163,0.01160401],"genre_scores_gemma":[0.00003826777,0.9907194,0.001230345,0.002031095,0.0002871846,0.0007653772,0.0000406397,0.00009030633,0.00479735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9347548,"threshold_uncertainty_score":0.9997316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}