{"meta":{"query_hash":"5f2d84ebda3a","filters":{"venue":"Transfusion Science"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5f2d84ebda3a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Transfusion+Science"},"results":[{"id":"W2017831295","doi":"10.1016/s0955-3886(00)00109-0","title":"Regulation of intracellular iron levels in iron-acceptor and iron-donor cells","year":2000,"lang":"en","type":"review","venue":"Transfusion Science","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Context (archaeology); Phenotype; Iron deficiency; Intracellular; Metabolism; Biology; Gene; Bioinformatics; Computational biology; Cell biology; Medicine; Genetics; Biochemistry; Internal medicine; Anemia","score_opus":0.03446432671219756,"score_gpt":0.31558169202828734,"score_spread":0.2811173653160898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017831295","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04083285,0.95534074,0.00017968044,0.000051743315,0.00026308393,0.0013597935,0.000033057062,0.000023958166,0.0019150996],"genre_scores_gemma":[0.009008925,0.9894724,0.00076915853,0.000031088977,0.00006135585,0.000019600275,0.000019940275,0.000029774124,0.00058776094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972652,0.000097994685,0.0008026646,0.00073595287,0.00070330885,0.00039487824],"domain_scores_gemma":[0.99898446,0.00007371239,0.00018800356,0.0005031213,0.00005093471,0.00019974684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088184734,0.0003477938,0.0012522852,0.00064156245,0.000103842984,0.000029078166,0.00030317504,0.00025662288,0.001098688],"category_scores_gemma":[0.000036743968,0.00027410872,0.0001690586,0.0011829067,0.00075800985,0.0002507685,0.000036866935,0.00031756287,0.000038843318],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003216162,0.00011411431,0.000025890238,0.00839111,0.0000012836001,0.0000046200394,0.00046214848,0.000007702929,0.010915553,0.00007584384,0.00003299199,0.9799366],"study_design_scores_gemma":[0.0040635434,0.00045465826,0.0073407614,0.011180515,0.0012082937,0.00008883719,0.00032818137,0.00014273901,0.0052855555,0.000087434884,0.9684938,0.0013256469],"about_ca_topic_score_codex":0.000112928996,"about_ca_topic_score_gemma":0.000016528395,"teacher_disagreement_score":0.97861093,"about_ca_system_score_codex":0.00006716572,"about_ca_system_score_gemma":0.000529048,"threshold_uncertainty_score":0.9999711},"labels":[],"label_agreement":null},{"id":"W2041240814","doi":"10.1016/s0955-3886(00)00056-4","title":"The supply of blood products in 10 different systems or countries","year":2000,"lang":"en","type":"article","venue":"Transfusion Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Quality (philosophy); Product (mathematics); Business; Blood product; Blood supply; Fractionation; Medicine; Surgery; Chemistry","score_opus":0.021027457980669965,"score_gpt":0.24543836024278468,"score_spread":0.22441090226211471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041240814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97774553,0.0002901788,0.000013278619,0.004067005,0.00035641406,0.0004551692,0.0000025242311,0.000049543505,0.017020378],"genre_scores_gemma":[0.9957271,0.0009487153,0.000016747756,0.00022283471,0.000097892465,0.000024136722,0.0000014015739,0.000007840351,0.00295333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981936,0.000020369664,0.0003886006,0.00032682973,0.0007933978,0.00027716323],"domain_scores_gemma":[0.99917316,0.00015637696,0.000105852596,0.00028063916,0.00026894853,0.000015024525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012343207,0.00012744425,0.00016597447,0.000220854,0.0004934695,0.0004398784,0.0005384417,0.00003343862,0.0023173683],"category_scores_gemma":[0.00013039578,0.00007048664,0.00002964326,0.0015842896,0.0004310289,0.0015497182,0.000025248788,0.00010921979,0.00014972033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075603705,0.006140874,0.14413194,0.003210408,0.00016170967,0.0001442042,0.005715481,0.0016938614,0.15775374,0.3394357,0.0050665154,0.3289852],"study_design_scores_gemma":[0.0053073564,0.00015050524,0.14100483,0.00045125725,0.00023787377,0.000033015014,0.0020069934,0.0055182916,0.021329815,0.0006488797,0.822538,0.00077316404],"about_ca_topic_score_codex":0.0007192047,"about_ca_topic_score_gemma":0.0006331703,"teacher_disagreement_score":0.8174715,"about_ca_system_score_codex":0.000008097998,"about_ca_system_score_gemma":0.00009214213,"threshold_uncertainty_score":0.99859464},"labels":[],"label_agreement":null},{"id":"W2053791810","doi":"10.1016/s0955-3886(00)00052-7","title":"Bacterial contamination of cellular blood products: the Canadian perspective","year":2000,"lang":"en","type":"article","venue":"Transfusion Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Canadian Blood Services; Héma-Québec","funders":"","keywords":"Contamination; Perspective (graphical); Microbiology; Environmental science; Biology; Computer science; Ecology; Artificial intelligence","score_opus":0.015315596487123053,"score_gpt":0.23042534134811432,"score_spread":0.21510974486099127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053791810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.865999,0.00004067788,0.000047341495,0.01082936,0.00035506205,0.0003749019,0.00000339968,0.000038073405,0.12231222],"genre_scores_gemma":[0.9985199,0.000039272032,0.00005609906,0.00073297677,0.00023478431,0.000008777997,0.0000039533693,0.0000073342917,0.00039692572],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986431,0.000017518421,0.00020993239,0.00031854853,0.0005810774,0.00022980646],"domain_scores_gemma":[0.9989594,0.00003429123,0.00008179036,0.00023404,0.0006652393,0.000025236444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011272543,0.00010258539,0.0001038594,0.00029174355,0.00084157486,0.00030731337,0.0004499375,0.000038863607,0.0050900667],"category_scores_gemma":[0.00013914573,0.00007335102,0.00003875883,0.0016224807,0.0004418991,0.0018701494,0.000012628341,0.00012158075,0.00017523144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025228242,0.0006927606,0.0032757393,0.00009391627,0.000047938178,0.000019851572,0.0054158135,0.00006661812,0.55288434,0.36909693,0.0004803694,0.06767343],"study_design_scores_gemma":[0.0063909017,0.00016474206,0.15202993,0.00014276641,0.00071318535,0.000033756234,0.0077022677,0.0029146064,0.25190178,0.008627354,0.56809944,0.0012792815],"about_ca_topic_score_codex":0.15570167,"about_ca_topic_score_gemma":0.095538095,"teacher_disagreement_score":0.5676191,"about_ca_system_score_codex":0.00003278879,"about_ca_system_score_gemma":0.00030058104,"threshold_uncertainty_score":0.9958194},"labels":[],"label_agreement":null},{"id":"W2060998877","doi":"10.1016/s0955-3886(00)00004-7","title":"Comparison of platelet immunity in patients with SLE and with ITP","year":2000,"lang":"en","type":"article","venue":"Transfusion Science","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Blood Services; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Platelet; Medicine; Autoantibody; Immunology; Thrombocytopenic purpura; Immune system; Cytokine; Autoimmune disease; Lupus erythematosus; Pathogenesis; Antibody; Internal medicine","score_opus":0.012879835290016845,"score_gpt":0.28159330841625246,"score_spread":0.2687134731262356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060998877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696094,0.000036837955,0.000013096406,0.00005172258,0.0000074233294,0.00025687425,0.0000034471054,0.000007980545,0.0026616643],"genre_scores_gemma":[0.99951655,0.000043420278,0.00033893224,0.00002600339,7.631065e-7,0.0000025464092,0.0000041944145,0.0000037020811,0.00006389211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925065,0.000008742409,0.00011744145,0.00016476172,0.00031613285,0.00014227639],"domain_scores_gemma":[0.9997236,0.000013579717,0.000021183638,0.00013062826,0.000044376342,0.000066638175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009255965,0.00007234545,0.00020769793,0.0000847261,0.00007671047,0.0000068436966,0.000057475896,0.000019992267,0.00012054116],"category_scores_gemma":[0.0000030109813,0.000043674547,0.000007942654,0.00046369166,0.00030589217,0.00012464116,0.000004782294,0.00007714925,0.0000029348548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009917412,0.0006843939,0.96109664,0.000013189778,0.0000053536673,0.000012831255,0.0011210765,0.000026747077,0.0007108455,0.0000046743057,0.0000029783,0.035329547],"study_design_scores_gemma":[0.004999119,0.0012638837,0.9888962,0.00009097081,0.000013026124,0.000008210545,0.00012524065,0.0001790411,0.0042826426,0.0000076104675,0.00007489124,0.00005917161],"about_ca_topic_score_codex":0.00031540007,"about_ca_topic_score_gemma":0.0001602761,"teacher_disagreement_score":0.035270374,"about_ca_system_score_codex":0.000014421673,"about_ca_system_score_gemma":0.00005377035,"threshold_uncertainty_score":0.17809963},"labels":[],"label_agreement":null},{"id":"W2063684474","doi":"10.1016/s0955-3886(00)00005-9","title":"Changes in the Canadian blood system: the Krever Inquiry, Canadian Blood Services and Héma-Québec","year":2000,"lang":"en","type":"article","venue":"Transfusion Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Commission; Interim; European commission; Political science; Medicine; Library science; Public administration; Business; Law; Computer science; International trade","score_opus":0.020028349644866838,"score_gpt":0.22893363808418066,"score_spread":0.20890528843931383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063684474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90151024,0.00031621152,9.577396e-7,0.044773936,0.00023687206,0.00049600936,0.000005298326,0.000044320255,0.052616157],"genre_scores_gemma":[0.9859329,0.00016597845,0.000010961915,0.0134280315,0.00022017492,0.00003544765,0.0000031473617,0.000010936625,0.00019244575],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982013,0.000035391422,0.00021640303,0.00041794774,0.0006124422,0.00051649957],"domain_scores_gemma":[0.9993071,0.00008228924,0.000057213187,0.00033998632,0.00012062038,0.0000927894],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019998236,0.00017682824,0.00013807554,0.0005383001,0.0020544666,0.0011402353,0.0009393764,0.00007144192,0.0010335309],"category_scores_gemma":[0.00002226265,0.00010727973,0.000037208494,0.0018145093,0.00039071625,0.0014511775,0.000020748548,0.00024232382,0.00013214732],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020114097,0.0010633848,0.42477986,0.0019515858,0.0002433108,0.0010468315,0.09992031,0.00030311092,0.0063418522,0.16269071,0.0022377735,0.29922011],"study_design_scores_gemma":[0.00230859,0.000047384707,0.44788042,0.00027204116,0.0005268482,0.00020539295,0.01688775,0.0020983997,0.00026976908,0.00027916313,0.5284586,0.0007656233],"about_ca_topic_score_codex":0.9913191,"about_ca_topic_score_gemma":0.9998159,"teacher_disagreement_score":0.52622086,"about_ca_system_score_codex":0.000044719,"about_ca_system_score_gemma":0.0005477292,"threshold_uncertainty_score":0.9998967},"labels":[],"label_agreement":null},{"id":"W4245303639","doi":"10.1016/s0955-3886(00)00062-x","title":"Editorial","year":2000,"lang":"es","type":"editorial","venue":"Transfusion Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.009973659048713697,"score_gpt":0.2948263920500038,"score_spread":0.2848527330012901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245303639","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041836714,0.000144163,0.000027477732,0.00009427336,0.96651185,0.0011449672,0.001606471,0.00056159584,0.02572552],"genre_scores_gemma":[0.0012865735,0.003659775,0.00017747779,0.00002162632,0.9924642,0.00005916433,0.00012559824,0.00029664888,0.0019089645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9726879,0.00036006613,0.0014549284,0.0038875202,0.01895825,0.0026513305],"domain_scores_gemma":[0.99260736,0.0010819314,0.00043423419,0.002369787,0.002134021,0.0013726635],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0075202873,0.0014180032,0.001354374,0.0019228595,0.002775615,0.0019193927,0.006408262,0.0023274904,0.0067080166],"category_scores_gemma":[0.0018965492,0.0013512564,0.00058546156,0.008019437,0.0073859952,0.0022622636,0.0002568776,0.003568293,0.04666065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009208238,0.0002864081,0.000009223307,0.00006393619,0.000014518577,0.000014198711,0.0008153762,0.000040624487,0.07290902,0.0000868539,0.9193406,0.0054983855],"study_design_scores_gemma":[0.0023074988,0.00045546456,0.00006249652,0.00049759337,0.00018335016,0.0000059908234,0.000044640004,0.000080689184,0.003124181,0.00019804202,0.9915369,0.0015031641],"about_ca_topic_score_codex":0.0011580606,"about_ca_topic_score_gemma":0.00009200074,"teacher_disagreement_score":0.07219626,"about_ca_system_score_codex":0.0012525591,"about_ca_system_score_gemma":0.011807195,"threshold_uncertainty_score":0.999857},"labels":[],"label_agreement":null}]}