{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"7e8bdc8bd63c","filters":{"venue":"Annals of Blood"}},"results":[{"id":"W3160050610","doi":"10.21037/aob-21-4","title":"Bacterial culture of platelets with the large volume delayed sampling approach: a narrative review","year":2021,"lang":"en","type":"review","venue":"Annals of Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Héma-Québec","funders":"","keywords":"Narrative; Platelet; Volume (thermodynamics); Sampling (signal processing); History; Medicine; Art; Literature; Computer science; Internal medicine; Physics; Computer vision; Thermodynamics","authors":[{"name":"Gilles Delage","is_ca":true},{"name":"France Bernier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1019915190891388,"gpt":0.372972087056409,"spread":0.2709805679672702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124349,0.0009278909,0.001546272,0.003361409,0.0003515589,0.001582365,0.001082481,0.001295795,0.003516625],"category_scores_gemma":[0.004698647,0.0003486365,0.001440553,0.003576343,0.0004881961,0.001528477,0.0006169119,0.00104159,0.0007717564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006462791,"about_ca_system_score_gemma":0.002666261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795018,"about_ca_topic_score_gemma":0.002658342,"domain_scores_codex":[0.9992561,0.0001476744,0.0002305866,0.00009956658,0.0002262572,0.00003983903],"domain_scores_gemma":[0.9968473,0.002183561,0.0004573746,0.00005663971,0.0003939431,0.00006107498],"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":[0.0001449642,0.00008412415,0.0005394674,0.2419605,0.0003939146,0.0005483147,0.0002026399,0.0002699491,0.0007452958,0.002208838,0.0227375,0.7301645],"study_design_scores_gemma":[0.00005335949,0.0003045229,0.003103667,0.1678263,0.002184164,0.00757105,0.0003272559,0.0002007255,0.0009574451,0.001774816,0.8156365,0.00006037733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008209068,0.9994282,0.00004240538,0.00009949413,0.00007208688,0.000006900421,0.00001243295,0.000001958419,0.0002543523],"genre_scores_gemma":[0.0006593456,0.9989882,0.00009997047,0.00009728544,0.00005944206,0.000008538732,0.00001750231,8.294516e-7,0.00006885031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003516625,"threshold_uncertainty_score":0.01176423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997931296","doi":"10.21037/aob.2019.12.04","title":"Platelet physiology and immunology: pathogenesis and treatment of classical and non-classical fetal and neonatal alloimmune thrombocytopenia","year":2019,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Blood Services; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Neonatal alloimmune thrombocytopenia; Miscarriage; Immunology; Placenta; Medicine; Fetus; Antigen; Pregnancy; Antibody; Platelet; Hematology; Biology","authors":[{"name":"Zi Yan Chen","is_ca":true},{"name":"Brigitta Elaine Oswald","is_ca":true},{"name":"Jade A. Sullivan","is_ca":true},{"name":"Fatima Zohra Dahmani","is_ca":true},{"name":"Yfke Pasman","is_ca":true},{"name":"Zhenze Liu","is_ca":true},{"name":"Pingguo Chen","is_ca":true},{"name":"Heyu Ni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02083547378024851,"gpt":0.2734244608826795,"spread":0.252588987102431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004208162,0.000357798,0.0003448538,0.0004921608,0.0001824929,0.0004457144,0.0004266335,0.0006695936,0.0008982465],"category_scores_gemma":[0.0003958351,0.00008634488,0.000254035,0.0002810862,0.0003491789,0.0003094931,0.0003133128,0.001060143,0.0002817723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548842,"about_ca_system_score_gemma":0.000342441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002145978,"about_ca_topic_score_gemma":0.0001721392,"domain_scores_codex":[0.9998418,0.00004727297,0.00002188157,0.00001737332,0.00004348885,0.0000280392],"domain_scores_gemma":[0.9999089,0.00001492381,0.00003211902,0.000006707985,0.0000154724,0.00002183347],"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":[0.003059614,0.001314092,0.02451837,0.005032824,0.0003029802,0.01012832,0.0003486998,0.0006833315,0.1256322,0.008253902,0.01162126,0.8091044],"study_design_scores_gemma":[0.002007329,0.02111658,0.2552001,0.002988423,0.001360351,0.1696224,0.001007135,0.007508479,0.1760937,0.01506801,0.3479114,0.0001159741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2640725,0.7127935,0.006097304,0.005227261,0.0009005952,0.0001821051,0.0001168751,0.0001738341,0.01043609],"genre_scores_gemma":[0.8436064,0.1476555,0.002825187,0.001471846,0.00124291,0.0001960626,0.0002121629,0.00001658286,0.002773222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0008982465,"threshold_uncertainty_score":0.003004909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3018494759","doi":"10.21037/aob-20-32","title":"Aging, chronic inflammation, and platelet hyperactivity","year":2020,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Blood Services; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Inflammation; Medicine; Platelet; Immunology","authors":[{"name":"Wenjing Ma","is_ca":true},{"name":"Danielle Karakas","is_ca":true},{"name":"Zi Yan Chen","is_ca":true},{"name":"Heyu Ni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03546397118882443,"gpt":0.2963252590073834,"spread":0.2608612878185589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004048424,0.0003010196,0.0002918683,0.0004286479,0.0002419854,0.000804795,0.0001434465,0.0005024974,0.00156072],"category_scores_gemma":[0.0007989556,0.0001574915,0.0002223436,0.0004919781,0.0002852537,0.0002634427,0.0003308406,0.0007285466,0.000119029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171081,"about_ca_system_score_gemma":0.0003326021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009279316,"about_ca_topic_score_gemma":0.001634871,"domain_scores_codex":[0.9998133,0.00007397513,0.00001822397,0.00002474286,0.00003431342,0.00003547443],"domain_scores_gemma":[0.999649,0.00006696524,0.0001557479,0.00002411397,0.00002683617,0.00007732766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00792965,0.0009945807,0.7426463,0.001068169,0.001369954,0.002727383,0.0006457405,0.0003165768,0.02642776,0.005677704,0.009119011,0.2010771],"study_design_scores_gemma":[0.0001434803,0.0009263055,0.9828801,0.0001362236,0.0005125356,0.00194376,0.0003076206,0.0003212294,0.0008584624,0.003431347,0.008521006,0.00001802876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8418952,0.1420567,0.0005537443,0.004293771,0.0004588425,0.00002450575,0.0005858198,0.00002856629,0.01010272],"genre_scores_gemma":[0.9699956,0.02614012,0.0004772049,0.0008370176,0.0006948371,0.00002476326,0.0002130345,0.000003290568,0.001614275],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00156072,"threshold_uncertainty_score":0.005221128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408945240","doi":"10.21037/aob-24-31","title":"Platelet concentrates safety: a focus on the challenging pathogen Staphylococcus aureus—a narrative review","year":2025,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Staphylococcus aureus; Microbiology; Narrative review; Pathogen; Narrative; Focus (optics); Medicine; Biology; Intensive care medicine; Bacteria; Genetics; Art; Physics","authors":[{"name":"Sylvia Ighem","is_ca":true},{"name":"Sandra Ramírez‐Arcos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620849564859258,"gpt":0.3200940433994552,"spread":0.2938855477508626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001578554,0.0009574818,0.001670251,0.004562955,0.0004284293,0.002172955,0.0009305408,0.002040463,0.00286186],"category_scores_gemma":[0.006353445,0.0003631631,0.001422673,0.004634438,0.0006322273,0.002118483,0.0009814692,0.001129128,0.0004401355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008857981,"about_ca_system_score_gemma":0.004043128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505424,"about_ca_topic_score_gemma":0.002106251,"domain_scores_codex":[0.9988656,0.0002676526,0.0003829667,0.0001528524,0.0002699757,0.0000609851],"domain_scores_gemma":[0.9939666,0.004374491,0.0009252945,0.00006121606,0.0005766508,0.00009570666],"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":[0.000246185,0.00007306735,0.001759866,0.4723862,0.0008495922,0.001259404,0.0007837677,0.0003406122,0.001158856,0.004884696,0.02516186,0.4910959],"study_design_scores_gemma":[0.00005281954,0.0003231221,0.00610505,0.3999061,0.004322516,0.009420045,0.001627022,0.0002355084,0.0007990606,0.003264086,0.5738634,0.00008123025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002181206,0.9989661,0.00004436733,0.0004229591,0.00009607803,0.000006234921,0.00002491527,0.000002060088,0.0002191683],"genre_scores_gemma":[0.00195318,0.9973329,0.0001063739,0.0003475729,0.0001599182,0.00001310528,0.00002971399,0.000001074757,0.00005624316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004562955,"threshold_uncertainty_score":0.009573877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404216838","doi":"10.21037/aob-24-21","title":"A dose of platelets: getting it just right","year":2024,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Venous Thromboembolism Diagnosis and Management","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":"Platelet; Medicine; Internal medicine","authors":[{"name":"Mark T. Friedman","is_ca":false},{"name":"Behnam Rafiee","is_ca":false},{"name":"Timothy Hilbert","is_ca":false},{"name":"Mansab Jafri","is_ca":false},{"name":"Ding Wen Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07489970573950391,"gpt":0.3610963156848258,"spread":0.2861966099453219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003972488,0.0005820079,0.0007332101,0.0008268782,0.001978247,0.005318495,0.0008988685,0.003285982,0.0274857],"category_scores_gemma":[0.03197993,0.0002925319,0.0004271423,0.0006059151,0.001745193,0.005490928,0.001901825,0.006770671,0.01678508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037443,"about_ca_system_score_gemma":0.002815649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136352,"about_ca_topic_score_gemma":0.001768528,"domain_scores_codex":[0.9956936,0.001793879,0.0005331075,0.0002368522,0.001479016,0.0002634962],"domain_scores_gemma":[0.9904854,0.002559226,0.001388495,0.0005187485,0.002729115,0.002319078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003374401,0.0003391546,0.006625941,0.0008417157,0.00004867111,0.0009446905,0.0009830133,0.00007902686,0.001256924,0.007660357,0.6294999,0.3513833],"study_design_scores_gemma":[0.0001444752,0.0006100975,0.009076918,0.003525714,0.0001076014,0.005513672,0.002676567,0.0003244694,0.002398716,0.02145234,0.9540784,0.00009107108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01235326,0.05658883,0.01062116,0.8070681,0.02961317,0.0002112663,0.0002457128,0.001055847,0.08224268],"genre_scores_gemma":[0.215585,0.1314623,0.05863785,0.418343,0.04463718,0.0004774547,0.0008089174,0.001054902,0.1289934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0274857,"threshold_uncertainty_score":0.09194881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408945241","doi":"10.21037/aob-24-28","title":"“End-of-life blood transfusion can improve quality of life”—a narrative review of debate on scope and consideration","year":2025,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Palliative Care and End-of-Life Issues","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":"Canadian Standards Association","funders":"","keywords":"Scope (computer science); Narrative; Narrative review; Blood transfusion; Quality of life (healthcare); Intensive care medicine; Medicine; History; Psychology; Computer science; Literature; Surgery; Nursing; Art","authors":[{"name":"Suhasini Sil","is_ca":false},{"name":"Mark T. Friedman","is_ca":false},{"name":"Joyisa Deb","is_ca":false},{"name":"MaryAnn Sromoski","is_ca":false},{"name":"Ismaila Nda Ibrahim","is_ca":false},{"name":"Sherry Hogan","is_ca":false},{"name":"Christopher Bocquet","is_ca":true},{"name":"Richard R. Gammon","is_ca":false},{"name":"Saikat Mandal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1644749517249257,"gpt":0.4558129935439617,"spread":0.291338041819036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01141966,0.0007818204,0.002111414,0.00431891,0.001155278,0.004382767,0.001800105,0.003800551,0.00351739],"category_scores_gemma":[0.04727901,0.0004079208,0.001487046,0.005786289,0.004257022,0.006098123,0.001959201,0.003184141,0.0003827015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004646272,"about_ca_system_score_gemma":0.01191702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958529,"about_ca_topic_score_gemma":0.005051464,"domain_scores_codex":[0.9903201,0.006334419,0.001496462,0.0005637209,0.0009849179,0.0003002381],"domain_scores_gemma":[0.9558613,0.03815616,0.003161235,0.0002850538,0.002158264,0.0003779669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003024843,0.00005799226,0.00100849,0.5535894,0.0008660505,0.001261279,0.01451163,0.0004142886,0.0003289297,0.06915458,0.08308493,0.27542],"study_design_scores_gemma":[0.00004253096,0.00007514621,0.001114468,0.7225963,0.000960785,0.001742258,0.009313101,0.00009515611,0.0001078321,0.008879119,0.2550307,0.00004252099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004430873,0.9873754,0.0001215163,0.01010329,0.0007501786,0.00002881554,0.00004358467,0.000002666269,0.001131439],"genre_scores_gemma":[0.0187694,0.9674572,0.0003446048,0.0115519,0.001445082,0.0001332629,0.00004767778,0.000005406338,0.000245439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01141966,"threshold_uncertainty_score":0.06039369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955310143","doi":"10.21037/aob.2019.06.06","title":"Prof. Heyu Ni: it’s important for a supervisor to find the strengths and weaknesses of each trainee","year":2019,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Blood groups and transfusion","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":"Annals; Presentation (obstetrics); Strengths and weaknesses; Section (typography); Library science; Supervisor; Center (category theory); Medical education; Medicine; Psychology; Political science; History; Computer science; Chemistry; Classics; Surgery; Social psychology; Law","authors":[{"name":"Constance Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03066784465840275,"gpt":0.3208138317756777,"spread":0.290145987117275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005050817,0.0004827268,0.000647934,0.0008166377,0.001632535,0.00282168,0.0006138287,0.002404028,0.02228599],"category_scores_gemma":[0.02699731,0.0003472441,0.000428624,0.0004229396,0.0008925595,0.002527909,0.0009754801,0.005763114,0.01403591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487046,"about_ca_system_score_gemma":0.004051795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598322,"about_ca_topic_score_gemma":0.002926155,"domain_scores_codex":[0.9979737,0.0005430345,0.0002405271,0.0003553382,0.0006607066,0.0002265911],"domain_scores_gemma":[0.9726993,0.002125542,0.001161627,0.0004422977,0.01358292,0.009988201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007446473,0.00002397961,0.0012564,0.0001362991,0.00000753929,0.0003178639,0.0003751769,0.00004065935,0.0003873459,0.0003701709,0.971952,0.02505796],"study_design_scores_gemma":[0.00003502416,0.00009330179,0.002778821,0.0003346685,0.0000163874,0.002408575,0.002535037,0.0002790537,0.0006917429,0.001238229,0.9895281,0.00006106255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004179221,0.01342439,0.004580127,0.6227194,0.3440291,0.0001370252,0.0001789211,0.0006994504,0.01005242],"genre_scores_gemma":[0.07741889,0.01698912,0.009246822,0.438132,0.2287821,0.0004919627,0.0003530508,0.000751236,0.2278349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02228599,"threshold_uncertainty_score":0.07455409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}