{"meta":{"query_hash":"ae2b6699c4a0","filters":{"venue":"Pharmacogenomics and Personalized Medicine"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/ae2b6699c4a0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pharmacogenomics+and+Personalized+Medicine"},"results":[{"id":"W2068587561","doi":"10.2147/pgpm.s6969","title":"The molecular mechanisms and pharmacotherapy of ATP-sensitive potassium channel gene mutations underlying neonatal diabetes","year":2010,"lang":"en","type":"article","venue":"Pharmacogenomics and Personalized Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sulfonylurea receptor; Kir6.2; Potassium channel; Medicine; Insulin; Congenital hyperinsulinism; Adenosine triphosphate; Diabetes mellitus; Endocrinology; Internal medicine; Hyperinsulinism; Pharmacology; Mutation; Gene; Biology; Biochemistry; Insulin resistance; Glibenclamide; Protein subunit","score_opus":0.024237500785106374,"score_gpt":0.30279093134175084,"score_spread":0.27855343055664444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068587561","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":[0.98404384,0.00684566,0.001413572,0.0063302116,0.0004401636,0.00041536943,0.000052081767,0.000030321838,0.0004287904],"genre_scores_gemma":[0.9925116,0.0023792337,0.0011260717,0.0034509832,0.00019296797,0.00002939184,0.000064389766,0.00003252339,0.00021286574],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892086,0.000045670506,0.0002799867,0.0002596088,0.00022609661,0.00026779695],"domain_scores_gemma":[0.99894845,0.00036205404,0.00013305352,0.00012944889,0.00014397928,0.00028302538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044156506,0.00020514427,0.00037981223,0.000102424296,0.00023679572,0.000015450545,0.00005610313,0.00006199052,0.00013528361],"category_scores_gemma":[0.000088223445,0.00013951203,0.000066950495,0.00012517358,0.00059627654,0.000043528715,0.000028370845,0.00025465706,0.0000017452078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021683433,0.000034273246,0.00018506088,0.000058315898,0.0003090081,0.000015032275,0.0016522761,0.0000016381111,0.98747927,0.0026184067,0.00008259251,0.007347288],"study_design_scores_gemma":[0.014583879,0.000505951,0.0013413739,0.00010582191,0.0012142722,0.00021946886,0.0023540366,0.017531386,0.94426197,0.0030847671,0.014457261,0.00033981915],"about_ca_topic_score_codex":0.00003126257,"about_ca_topic_score_gemma":0.0000014219046,"teacher_disagreement_score":0.043217313,"about_ca_system_score_codex":0.000015277801,"about_ca_system_score_gemma":0.00006593611,"threshold_uncertainty_score":0.5689136},"labels":[],"label_agreement":null},{"id":"W2149270596","doi":"10.2147/pgpm.s55339","title":"Toward precision medicine with next-generation EGFR inhibitors in non-small-cell lung cancer","year":2014,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Academy of Medical Sciences; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Afatinib; Medicine; Epidermal growth factor receptor; T790M; Lung cancer; Adenocarcinoma; EGFR inhibitors; Precision medicine; Drug resistance; Oncology; Targeted therapy; Osimertinib; Cancer research; Gefitinib; Cancer; Erlotinib; Internal medicine; Pathology; Biology","score_opus":0.09332858321314516,"score_gpt":0.4054736549770533,"score_spread":0.31214507176390816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149270596","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":[0.0019731119,0.990154,0.00023746437,0.0017786806,0.00078472344,0.0030862207,0.00006203818,0.000034139517,0.0018896102],"genre_scores_gemma":[0.0016407308,0.9899992,0.00030620987,0.001078929,0.0034464835,0.0006886195,0.0010398065,0.00014032175,0.0016597394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970759,0.00013182845,0.001005405,0.00087541377,0.00045201083,0.00045942192],"domain_scores_gemma":[0.99830467,0.00021470386,0.00052848563,0.00029709763,0.00016745177,0.0004876225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005608544,0.0007819833,0.0027353168,0.0005639833,0.00013203597,0.000025397145,0.00014710853,0.00026509239,0.00064550893],"category_scores_gemma":[0.000034253455,0.0004700743,0.0001828276,0.00049171364,0.00026000492,0.00008463065,0.00005080537,0.0005769214,0.0000067342717],"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":[0.00029411758,0.00020214988,0.00042095085,0.029220682,0.0011442367,0.00019336522,0.0052544083,0.000009559293,0.00086376304,0.000044988003,0.010467356,0.95188445],"study_design_scores_gemma":[0.013597429,0.00062133605,0.000015706046,0.030546317,0.012613906,0.00019093364,0.00022925285,0.0013182521,0.000025505802,0.000005465076,0.94033784,0.0004980691],"about_ca_topic_score_codex":0.0010430089,"about_ca_topic_score_gemma":0.000094160176,"teacher_disagreement_score":0.95138633,"about_ca_system_score_codex":0.0007088275,"about_ca_system_score_gemma":0.0007426176,"threshold_uncertainty_score":0.9997751},"labels":[],"label_agreement":null},{"id":"W2610516495","doi":"10.2147/pgpm.s108123","title":"Thiopurine S-methyltransferase polymorphisms in acute lymphoblastic leukemia, inflammatory bowel disease and autoimmune disorders: influence on treatment response","year":2017,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Thiopurine methyltransferase; Pharmacogenetics; Medicine; Pharmacogenomics; Mercaptopurine; Azathioprine; Inflammatory bowel disease; Dosing; Disease; Pharmacology; Bioinformatics; Genotype; Internal medicine; Gene; Genetics; Biology","score_opus":0.04623696960721095,"score_gpt":0.36929772150100615,"score_spread":0.3230607518937952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610516495","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":[0.09124564,0.9034633,0.000011108375,0.0015871106,0.00022165183,0.0028490808,0.0004165938,0.00006824599,0.00013725861],"genre_scores_gemma":[0.006199784,0.98941773,0.000051863513,0.00062880927,0.00041320836,0.0005861017,0.0003226326,0.00021177698,0.002168105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99502397,0.000541571,0.0012831315,0.0014047222,0.00076701556,0.0009795668],"domain_scores_gemma":[0.9953106,0.0016653487,0.00046112252,0.0010234409,0.00009137004,0.0014481244],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0012255727,0.0013925667,0.0033945248,0.0011223715,0.00036145202,0.00007703167,0.00044334476,0.0004063459,0.00020409023],"category_scores_gemma":[0.0006410374,0.0009768723,0.0004335457,0.0002553733,0.0015251051,0.00015474227,0.0002068683,0.00088724116,0.000041281153],"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":[0.035341926,0.00059894484,0.00059101824,0.016771223,0.003737328,0.00885446,0.0025291913,0.0000130184635,0.0017931627,0.0001701808,0.00030001276,0.92929953],"study_design_scores_gemma":[0.037712507,0.0023509394,0.0040040324,0.028352352,0.010033659,0.0011134569,0.00005841271,0.0012662514,0.000017389986,0.00007557112,0.91374874,0.0012666658],"about_ca_topic_score_codex":0.00046891067,"about_ca_topic_score_gemma":0.00001638986,"teacher_disagreement_score":0.9280329,"about_ca_system_score_codex":0.0037500812,"about_ca_system_score_gemma":0.0049815066,"threshold_uncertainty_score":0.99988246},"labels":[],"label_agreement":null},{"id":"W2792357848","doi":"10.2147/pgpm.s107710","title":"CYP3A5 polymorphisms in renal transplant recipients: influence on tacrolimus treatment","year":2018,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Tacrolimus; CYP3A5; Medicine; Dosing; Pharmacogenetics; Pharmacokinetics; Pharmacology; Genotype; Nephrotoxicity; Therapeutic index; Transplantation; Kidney transplantation; Therapeutic drug monitoring; Toxicity; Internal medicine; Biology; Drug; Genetics","score_opus":0.09235587715868478,"score_gpt":0.4006920713580662,"score_spread":0.30833619419938146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792357848","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":[0.009191417,0.986927,0.000006471731,0.00032072858,0.00033956228,0.0015672413,0.0005138315,0.00003666799,0.0010970948],"genre_scores_gemma":[0.0015155575,0.99426687,0.000103638726,0.00085456413,0.00055749307,0.00019794068,0.0010326122,0.00008996714,0.0013813885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971921,0.00013761075,0.0009553269,0.0008159181,0.00038856678,0.00051049533],"domain_scores_gemma":[0.99858284,0.00026749144,0.00030172532,0.00030315615,0.000053352538,0.0004914452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002694128,0.000829734,0.0025143963,0.0005640367,0.00010778055,0.000017237026,0.00013870462,0.00024331812,0.00045655842],"category_scores_gemma":[0.000014618188,0.0005145775,0.0004081205,0.0003152726,0.00030884123,0.00004952734,0.000013836586,0.00036213314,0.000083457024],"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":[0.004437703,0.0012806759,0.0024119653,0.009719348,0.0041210093,0.0056377114,0.0042392234,0.0000031573204,0.00023364274,0.0003070065,0.00024475183,0.96736383],"study_design_scores_gemma":[0.015627842,0.0021174788,0.00044447734,0.044185165,0.005691123,0.0017026714,0.000012164228,0.000020475223,0.000031705058,0.00001889895,0.92965466,0.00049335195],"about_ca_topic_score_codex":0.00023382813,"about_ca_topic_score_gemma":0.0000147200335,"teacher_disagreement_score":0.9668704,"about_ca_system_score_codex":0.00047818813,"about_ca_system_score_gemma":0.00026266818,"threshold_uncertainty_score":0.9997306},"labels":[],"label_agreement":null},{"id":"W2936175924","doi":"10.2147/pgpm.s192924","title":"&lt;p&gt;Identification of genetic variants associated with skeletal muscle function deficit in childhood acute lymphoblastic leukemia survivors&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Pharmacogenomics and Personalized Medicine","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shriners Hospitals for Children - Canada; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; C17 Council; Cancer Research Society; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Lymphoblastic Leukemia; Identification (biology); Skeletal muscle; Internal medicine; Pediatrics; Leukemia","score_opus":0.014488146948388701,"score_gpt":0.26590021236836936,"score_spread":0.2514120654199807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936175924","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":[0.99253094,0.0038764554,0.000498882,0.000725096,0.00056198187,0.0010659231,0.00012420717,0.00005921075,0.0005572858],"genre_scores_gemma":[0.9958903,0.0018772192,0.000119401164,0.00087345333,0.00031041223,0.000036496505,0.00033700498,0.00008370036,0.0004719964],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99671733,0.00021356955,0.0010763094,0.000723725,0.00078264636,0.00048642018],"domain_scores_gemma":[0.9980961,0.00033914045,0.0006307409,0.00038204188,0.00023846347,0.00031349505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012439848,0.00042281332,0.0010513279,0.00037281774,0.00008941187,0.000019191273,0.00016808114,0.00017089251,0.0005521806],"category_scores_gemma":[0.00018219864,0.0003700635,0.00012475444,0.00060079055,0.00026655328,0.00012495466,0.000055368564,0.0002865715,0.000026607306],"study_design_candidate":"observational","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":[0.0031166885,0.0010782857,0.07804389,0.00092182896,0.0024762498,0.00010374487,0.012622175,0.00029265287,0.89115447,0.0005910206,0.00047918147,0.00911981],"study_design_scores_gemma":[0.02778059,0.0012792943,0.9578983,0.00091635494,0.0019720036,0.00014428502,0.00039681685,0.0060365633,0.0007656143,0.00015834624,0.0021246423,0.000527174],"about_ca_topic_score_codex":0.00037047145,"about_ca_topic_score_gemma":0.00031399625,"teacher_disagreement_score":0.89038885,"about_ca_system_score_codex":0.0004202974,"about_ca_system_score_gemma":0.00048151877,"threshold_uncertainty_score":0.9998751},"labels":[],"label_agreement":null},{"id":"W3019172665","doi":"10.2147/pgpm.s198225","title":"&lt;p&gt;Challenges and Future Prospects of Precision Medicine in Psychiatry&lt;/p&gt;","year":2020,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Treatment of Major Depression","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Precision medicine; Psychiatry; Pathology","score_opus":0.05824669392619478,"score_gpt":0.3612625721149344,"score_spread":0.3030158781887396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019172665","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":[0.00060553674,0.9805018,0.0000029957012,0.012070103,0.0011166985,0.0025290542,0.00007919775,0.000057814188,0.0030368268],"genre_scores_gemma":[0.00028129283,0.99393016,0.00062983297,0.0003615222,0.003966075,0.000120921824,0.00027639867,0.0001513644,0.00028240655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958556,0.00024501776,0.0014312462,0.0012043649,0.0007923602,0.00047136625],"domain_scores_gemma":[0.99752134,0.00038372903,0.0008046336,0.00045461833,0.00011856801,0.00071709196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008039258,0.0010111639,0.004778821,0.0006567721,0.000076500975,0.000007800685,0.00024221772,0.0004833852,0.00044895196],"category_scores_gemma":[0.00014231345,0.0006515909,0.0002731298,0.00042087722,0.00054995273,0.0000729211,0.00017593773,0.00074896327,0.000007253607],"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":[0.00081896776,0.00024208553,0.00004754035,0.031518023,0.0006487881,0.00023782949,0.0023491238,3.3452338e-8,0.0010444666,0.001545919,0.0031229178,0.9584243],"study_design_scores_gemma":[0.013769596,0.0013220374,0.00023995877,0.03391382,0.004969982,0.0007449812,0.00016672535,0.000032194323,0.0000081006365,0.00024562443,0.9441518,0.00043514682],"about_ca_topic_score_codex":0.000012212577,"about_ca_topic_score_gemma":0.00001538387,"teacher_disagreement_score":0.95798916,"about_ca_system_score_codex":0.00016736661,"about_ca_system_score_gemma":0.00035475017,"threshold_uncertainty_score":0.99959356},"labels":[],"label_agreement":null},{"id":"W3068359420","doi":"10.2147/pgpm.s261208","title":"&lt;p&gt;IL-6 −572C&gt;G and CARD8 304T&gt;A Genetic Polymorphisms are Associated with the Absolute Neutrophil Count in Patients with Hematological Malignancies Under Chemotherapy: An Application of Multilevel Models to a Preliminary Pharmacogenetic Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Pharmacogenomics and Personalized Medicine","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Universidad de Chile","keywords":"Medicine; Internal medicine; Gastroenterology; Chemotherapy; Absolute neutrophil count; Genotype; Neutropenia; Oncology; Acute leukemia; Leukemia; Gene","score_opus":0.03032901294697899,"score_gpt":0.2638131900072627,"score_spread":0.23348417706028374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3068359420","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":[0.9874573,0.0042378553,0.00056505966,0.003936405,0.000036057267,0.0034898063,0.00020162508,0.00005198072,0.000023939747],"genre_scores_gemma":[0.9934799,0.0005660822,0.00045101793,0.00480902,0.00011824873,0.0003828334,0.00008975634,0.000089924826,0.0000132290725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971894,0.00019453287,0.00060016173,0.0008040635,0.00074294687,0.00046889772],"domain_scores_gemma":[0.9982734,0.00013112377,0.0003955484,0.0003008815,0.00031314412,0.00058595056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004112449,0.0005177158,0.0009425462,0.00015443999,0.00016142095,0.000021014643,0.00024111388,0.00011382273,0.00005399168],"category_scores_gemma":[0.000024113222,0.0003385606,0.000066180066,0.0003625559,0.00053108635,0.000082521496,0.000103755825,0.00021449469,0.0000012903627],"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":[0.06864996,0.004802083,0.4837293,0.0012164199,0.0039919214,0.00046617366,0.03865047,0.0020931375,0.38420984,0.00016201645,0.0012154323,0.010813229],"study_design_scores_gemma":[0.03862967,0.004356605,0.8971392,0.00041988018,0.0022950426,0.000053344538,0.0011705486,0.053247094,0.0012460637,0.00003898353,0.00071276585,0.00069081143],"about_ca_topic_score_codex":0.000022088167,"about_ca_topic_score_gemma":0.000018391309,"teacher_disagreement_score":0.4134099,"about_ca_system_score_codex":0.00012921274,"about_ca_system_score_gemma":0.00013846697,"threshold_uncertainty_score":0.99990666},"labels":[],"label_agreement":null},{"id":"W4285684482","doi":"10.2147/pgpm.s348851","title":"The Efficacy of a Didactic and Case-Based Pharmacogenomics Education Program on Improving the Knowledge and Confidence of Alberta Pharmacists","year":2022,"lang":"en","type":"article","venue":"Pharmacogenomics and Personalized Medicine","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Health; University of Alberta","funders":"","keywords":"Pharmacogenomics; Likert scale; Medicine; Pharmacy; Medical education; Scale (ratio); Family medicine; Pharmacology; Psychology","score_opus":0.08072898205224215,"score_gpt":0.43765684782878245,"score_spread":0.3569278657765403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285684482","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":[0.9329267,0.059956014,0.000016505674,0.0026723954,0.0013281254,0.0020112626,0.00013711608,0.000022310516,0.00092958077],"genre_scores_gemma":[0.983382,0.012889286,0.00007625932,0.0024281726,0.00037479674,0.00044884818,0.000026675732,0.000047801692,0.00032614433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713695,0.0008730436,0.00073096785,0.0005181761,0.0002778805,0.00046300289],"domain_scores_gemma":[0.99501824,0.0035765306,0.000592043,0.0002550832,0.00017817605,0.0003799526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023704409,0.00039685756,0.0005331884,0.0001752361,0.0012590049,0.000027281108,0.00038414076,0.00007924081,0.00034375506],"category_scores_gemma":[0.00016548189,0.00027526793,0.00010477468,0.00031922234,0.0015780508,0.00005245514,0.00028909626,0.0008870778,0.0000013004321],"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":[0.00408289,0.0013738145,0.0008585209,0.0004438395,0.00061670697,0.000056294088,0.010099958,0.00018725109,0.34742066,0.0035911095,0.0015395776,0.6297294],"study_design_scores_gemma":[0.022011315,0.0010594166,0.00057687925,0.000059106962,0.0030847485,0.002165228,0.0024831067,0.06785382,0.056540422,0.00047604923,0.84298474,0.00070513913],"about_ca_topic_score_codex":0.00023417897,"about_ca_topic_score_gemma":0.000011533721,"teacher_disagreement_score":0.8414452,"about_ca_system_score_codex":0.00006119118,"about_ca_system_score_gemma":0.00040717065,"threshold_uncertainty_score":0.99996996},"labels":[],"label_agreement":null},{"id":"W4285744210","doi":"10.2147/pgpm.s350205","title":"The Impact of Pharmacogenetics on Pharmacokinetics and Pharmacodynamics in Neonates and Infants: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Erasmus Medisch Centrum","keywords":"Medicine; Pharmacogenetics; Pharmacokinetics; Pharmacodynamics; Pharmacology; Intensive care medicine; Genotype; Genetics","score_opus":0.10503252718016293,"score_gpt":0.46716417868448157,"score_spread":0.36213165150431864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285744210","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":[0.00068192685,0.9930029,0.0000011361963,0.0010123693,0.00021427384,0.0042468486,0.0002789943,0.00001971049,0.0005418733],"genre_scores_gemma":[0.0003362896,0.9970314,0.000020145662,0.0017118256,0.00019835126,0.00038928993,0.00008902469,0.00009946126,0.00012424495],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957242,0.0007319907,0.0017096176,0.0006889159,0.0005667217,0.00057856867],"domain_scores_gemma":[0.9941103,0.003898192,0.0010670839,0.00030659742,0.0000933754,0.0005244459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023992895,0.0008906125,0.0042615253,0.00029439366,0.0003120362,0.00003131835,0.00028292325,0.00012055905,0.00047825385],"category_scores_gemma":[0.0005600171,0.0005034261,0.00040451877,0.00057486526,0.00077658426,0.00005804197,0.00035564802,0.0013366978,0.0000017767699],"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":[0.0006715718,0.00021742797,0.000038214668,0.6771211,0.0033154322,0.00014201473,0.00043202666,0.0000013040614,0.0000730145,0.000072687064,0.00083848764,0.3170767],"study_design_scores_gemma":[0.005473226,0.00069786713,0.000008187769,0.14160678,0.019902674,0.001119093,0.00013504844,0.0016025178,0.0000033349086,0.000027994784,0.8288961,0.00052719936],"about_ca_topic_score_codex":0.00008530723,"about_ca_topic_score_gemma":0.0000014676211,"teacher_disagreement_score":0.8280576,"about_ca_system_score_codex":0.00022901599,"about_ca_system_score_gemma":0.00023895371,"threshold_uncertainty_score":0.99974173},"labels":[],"label_agreement":null},{"id":"W4308454158","doi":"10.2147/pgpm.s385272","title":"Utilizing Pharmacogenomics Results to Determine Opioid Appropriateness and Improve Pain Management in a Patient with Osteoarthritis","year":2022,"lang":"en","type":"article","venue":"Pharmacogenomics and Personalized Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Pharmacogenomics; Opioid; Pharmacogenetics; Adverse effect; Celecoxib; Intensive care medicine; Osteoarthritis; Pharmacotherapy; Physical therapy; Alternative medicine; Pharmacology; Internal medicine","score_opus":0.02345495770120698,"score_gpt":0.27450706786797024,"score_spread":0.25105211016676326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308454158","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":[0.9879685,0.0040351655,0.00015932512,0.0035973124,0.00023145725,0.0023458158,0.00009934113,0.00004643788,0.0015166309],"genre_scores_gemma":[0.9824515,0.0036922996,0.0021385076,0.010219162,0.00021908569,0.00051346584,0.00015367701,0.00006748089,0.00054481905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764127,0.00017361098,0.00053706404,0.0007290532,0.0004206937,0.0004982863],"domain_scores_gemma":[0.99904233,0.00012387785,0.00014841558,0.00022991265,0.000046961348,0.0004085243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015391778,0.00034643456,0.00055274466,0.00043984095,0.0002449856,0.000024799445,0.00013257698,0.00003186881,0.00013558552],"category_scores_gemma":[0.00003623665,0.0003012225,0.0000451797,0.00038928766,0.0001389736,0.000055301487,0.00034762383,0.00031601658,0.0000018252621],"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":[0.025891038,0.0005072387,0.007282886,0.0011710856,0.000596976,0.0048464555,0.021252623,0.00010793827,0.10545737,0.00040007842,0.0018774628,0.83060884],"study_design_scores_gemma":[0.124533884,0.009828236,0.006729393,0.00084298605,0.0017677206,0.0006819691,0.02970196,0.02541515,0.0025893168,0.00029709918,0.79576,0.0018522826],"about_ca_topic_score_codex":0.00012264811,"about_ca_topic_score_gemma":0.000014309214,"teacher_disagreement_score":0.8287566,"about_ca_system_score_codex":0.00018083109,"about_ca_system_score_gemma":0.000047351343,"threshold_uncertainty_score":0.999944},"labels":[],"label_agreement":null},{"id":"W4360862235","doi":"10.2147/pgpm.s383221","title":"Current Understanding of Inherited Modifiers of FVIII Pharmacokinetic Variation","year":2023,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Von Willebrand factor; Coagulation; Pharmacokinetics; ABO blood group system; Immunology; Dosing; Internal medicine; Pharmacology; Platelet","score_opus":0.3865463992255132,"score_gpt":0.48052116720461024,"score_spread":0.09397476797909704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360862235","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":[0.00060507195,0.99641484,0.00012844996,0.0002631888,0.00045656585,0.0015218093,0.00017210892,0.000032785036,0.0004051768],"genre_scores_gemma":[0.0010599961,0.997409,0.000053559423,0.000029057226,0.00046087935,0.000055504057,0.00043500136,0.000085486136,0.00041155255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755657,0.00015458844,0.000993522,0.00042286204,0.0005386163,0.00033385627],"domain_scores_gemma":[0.9984221,0.00040160833,0.00051789894,0.00020100645,0.00013516481,0.00032223837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074814394,0.0004204192,0.0023732122,0.00077297766,0.00006641632,0.00000518894,0.00013369822,0.00016634929,0.00036018217],"category_scores_gemma":[0.000084844694,0.00029490425,0.0003536052,0.000735414,0.0004597641,0.000029088364,0.00007543894,0.0004613981,0.0000075274],"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":[0.00067822746,0.00037735092,0.000059389124,0.16116077,0.0041829133,0.00010221044,0.0026271963,0.0000015627026,0.0043712924,0.0011453324,0.00178517,0.82350856],"study_design_scores_gemma":[0.010735842,0.00051260524,0.000020162264,0.03534027,0.013323275,0.00012013447,0.00027030465,0.0012016525,0.000062553016,0.0003120119,0.9376755,0.0004257391],"about_ca_topic_score_codex":0.000044191245,"about_ca_topic_score_gemma":4.222165e-7,"teacher_disagreement_score":0.93589026,"about_ca_system_score_codex":0.0002684033,"about_ca_system_score_gemma":0.00042044802,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W4403836480","doi":"10.2147/pgpm.s481068","title":"Pharmacogenomic Study of Selected Genes Affecting Amlodipine Blood Pressure Response in Patients with Hypertension","year":2024,"lang":"en","type":"article","venue":"Pharmacogenomics and Personalized Medicine","topic":"Renin-Angiotensin System Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Moncton; Centre for Addiction and Mental Health","funders":"King Saud University","keywords":"Medicine; Amlodipine; Pharmacogenomics; Blood pressure; Internal medicine; Pharmacology; Cardiology","score_opus":0.02188692059917152,"score_gpt":0.29058355028663674,"score_spread":0.2686966296874652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403836480","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":[0.95763445,0.03955998,0.0000057902384,0.00056850316,0.0002693383,0.0018113855,0.000028806082,0.000075573,0.00004618549],"genre_scores_gemma":[0.9980171,0.0010928902,0.00012444095,0.00015378292,0.00028588696,0.000034445828,0.00003042087,0.000078397454,0.00018268921],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99768585,0.0002765097,0.0005975519,0.00062275585,0.00046317495,0.00035414123],"domain_scores_gemma":[0.9986876,0.0004060112,0.00014911016,0.00020729781,0.00035746154,0.0001924698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078220194,0.0003809815,0.0010134893,0.0005001936,0.00009508331,0.000014480176,0.000084024214,0.00006963131,0.00008199018],"category_scores_gemma":[0.00012198695,0.00026075504,0.000060974155,0.0007095501,0.00017640386,0.00006765777,0.00007112609,0.00030314698,0.0000024426843],"study_design_candidate":"observational","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":[0.027514953,0.0012525369,0.41283205,0.0006503748,0.0042916657,0.00057010987,0.014405374,0.000034178,0.5340486,0.000002975964,0.0003810502,0.004016135],"study_design_scores_gemma":[0.08360522,0.011326487,0.8677944,0.0024976647,0.014673728,0.00056949223,0.0021617922,0.0034087868,0.008183851,0.0000032192722,0.0050601354,0.0007152155],"about_ca_topic_score_codex":0.00017766957,"about_ca_topic_score_gemma":0.000006988121,"teacher_disagreement_score":0.5258648,"about_ca_system_score_codex":0.000047718237,"about_ca_system_score_gemma":0.0001261864,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W4406928370","doi":"10.2147/pgpm.s490135","title":"Pharmacogenomics Tools for Precision Public Health and Lessons for Low- and Middle-Income Countries: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Pharmacogenomics and Personalized Medicine","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pharmacogenomics; Low and middle income countries; Public health; Precision medicine; Developing country; Pharmacology; Economic growth; Nursing; Pathology","score_opus":0.2597879676768023,"score_gpt":0.4950694151345046,"score_spread":0.2352814474577023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406928370","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":[0.000006547384,0.8438909,0.13862696,0.0094310045,0.00060748175,0.006717786,0.0006487627,0.000047681886,0.000022878683],"genre_scores_gemma":[0.0000011743485,0.9651345,0.026646147,0.006252013,0.00041626825,0.0010702531,0.00032128094,0.0000550431,0.00010334176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957905,0.0004866733,0.0014289543,0.0012985034,0.00033067266,0.000664707],"domain_scores_gemma":[0.98905224,0.008732161,0.00089237205,0.0003605057,0.00028250893,0.00068023417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048056403,0.00071438716,0.003061011,0.00042863758,0.0004956432,0.00034923456,0.0006791973,0.00013992551,0.000014754633],"category_scores_gemma":[0.0010518545,0.0006023297,0.00030647265,0.00043270126,0.00026190138,0.00045934995,0.0005241735,0.0002968667,7.780564e-7],"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":[0.00002979583,0.000017389704,2.4359804e-7,0.3310927,0.00018545316,0.0000017717622,0.0003749306,0.000001002942,8.51317e-7,0.006028471,0.00033249293,0.6619349],"study_design_scores_gemma":[0.002335916,0.0001323402,1.8335014e-7,0.30502626,0.0005950424,0.00009821336,0.000017872371,0.0048410376,7.574888e-7,0.0006093294,0.6859084,0.00043467013],"about_ca_topic_score_codex":0.000007410696,"about_ca_topic_score_gemma":0.0000019066758,"teacher_disagreement_score":0.6855759,"about_ca_system_score_codex":0.0002470185,"about_ca_system_score_gemma":0.0030653093,"threshold_uncertainty_score":0.9996428},"labels":[],"label_agreement":null}]}