{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"814d5e2cd93f","filters":{"venue":"Nephrology - Open Journal"}},"results":[{"id":"W2182176707","doi":"10.17140/npoj-1-101","title":"Hemodialysis Infection Prevention using Polysporin Ointment with Shower Technique in Satellite Units (HIPPO-SAT) Pilot Study Design","year":2015,"lang":"en","type":"article","venue":"Nephrology - Open Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Credit Valley Hospital; The Scarborough Hospital; Victoria Hospital; Western University; London Health Sciences Centre; McMaster University; York Central Hospital; Toronto General Hospital","funders":"Kidney Foundation of Canada","keywords":"Medicine; Shower; Hemodialysis; Satellite; Surgery; Aerospace engineering; Engineering","authors":[{"name":"Sarah Daisy Kosa","is_ca":true},{"name":"Amiram Gafni","is_ca":true},{"name":"Andrew A. House","is_ca":true},{"name":"JulieAnn Lawrence","is_ca":true},{"name":"Louise Moist","is_ca":true},{"name":"Bharat Nathoo","is_ca":true},{"name":"Paul Tam","is_ca":true},{"name":"Alicia Sarabia","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"George Wu","is_ca":true},{"name":"Charmaine E. Lok","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2625205525775206,"gpt":0.4229574870670777,"spread":0.1604369344895571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00380328,0.001304636,0.001587659,0.0005058742,0.001117079,0.0006494305,0.00126067,0.001425401,0.006239686],"category_scores_gemma":[0.00233415,0.0006854603,0.001424725,0.0004088411,0.001556632,0.0008973484,0.0008873478,0.00215442,0.000605985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005669468,"about_ca_system_score_gemma":0.00368698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134381,"about_ca_topic_score_gemma":0.002108136,"domain_scores_codex":[0.9976678,0.001192989,0.0001888247,0.0002964051,0.0001920423,0.0004618448],"domain_scores_gemma":[0.9968312,0.0006324571,0.0004956289,0.0004194089,0.0003623173,0.001258931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5465041,0.4162751,0.005511797,0.0006673292,0.0004853895,0.0001173811,0.0003070652,0.0003595579,0.0118669,0.0001983329,0.0006684847,0.0170385],"study_design_scores_gemma":[0.05689266,0.9355028,0.005819536,0.00001348967,0.0001742596,0.00001863965,0.00005282713,0.00009407876,0.001083027,0.00004297199,0.0002968766,0.000008896903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9890481,0.0001111467,0.0005751728,0.00006678429,0.00006391024,0.009146513,0.0003468362,0.00002171544,0.000619958],"genre_scores_gemma":[0.9675619,0.0003275105,0.004944521,0.0003838907,0.0002926516,0.02394099,0.0005061115,0.00001260254,0.002029784],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006239686,"threshold_uncertainty_score":0.02087384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999313956","doi":"10.17140/npoj-5-121","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"article","venue":"Nephrology - Open Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Disease; Kidney disease; Intensive care medicine; Internal medicine","authors":[{"name":"Deidra C. Crews","is_ca":false},{"name":"Aminu K. Bello","is_ca":true},{"name":"Gamal Saadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05187568912014507,"gpt":0.3071582209848823,"spread":0.2552825318647372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002408596,0.0001137347,0.0003580523,0.001597422,0.0006239581,0.001170222,0.0003785866,0.0006828259,0.004487886],"category_scores_gemma":[0.01252091,0.0001257722,0.0004060208,0.002468664,0.0008028161,0.001580038,0.002068692,0.001119438,0.0002171639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425495,"about_ca_system_score_gemma":0.001439206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875499,"about_ca_topic_score_gemma":0.02343393,"domain_scores_codex":[0.9983199,0.0006916475,0.0001070416,0.0001386326,0.0003585876,0.00038419],"domain_scores_gemma":[0.9957567,0.001544032,0.001093309,0.0001655179,0.0004133906,0.001027054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704885,0.0002175816,0.8975841,0.000184741,0.000244578,0.0001616235,0.001350247,0.001352305,0.00008612147,0.05019157,0.01245719,0.03599938],"study_design_scores_gemma":[0.00002679913,0.00007306774,0.9258184,0.0003711297,0.00008994294,0.0002534093,0.002081856,0.002435391,0.00005307863,0.05874929,0.01001972,0.00002789165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583751,0.02666387,0.001574959,0.08417133,0.0003764614,0.00004555196,0.00440827,0.00002522049,0.02435932],"genre_scores_gemma":[0.9935222,0.004252363,0.0001902429,0.0007252239,0.0002420983,0.00001304685,0.0006565884,0.000005293912,0.0003929722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875499,"threshold_uncertainty_score":0.05717522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917642953","doi":"10.17140/npoj-4-e011","title":"What we do and do not know About Women and Kidney Diseases; Questions Unanswered and Answers Unquestioned: Reflection on World Kidney Day and International Woman’s Day","year":2018,"lang":"en","type":"article","venue":"Nephrology - Open Journal","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Reflection (computer programming)","authors":[{"name":"Giorgina Barbara Piccoli","is_ca":false},{"name":"Mona Alrukhaimi","is_ca":true},{"name":"Elena Zakharova","is_ca":false},{"name":"Adeera Levin","is_ca":true},{"name":"On behalf of","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02293974815458252,"gpt":0.3419118382107423,"spread":0.3189720900561598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01684994,0.001736699,0.003288205,0.001589769,0.008074799,0.0141184,0.003638518,0.01892604,0.005051083],"category_scores_gemma":[0.05251683,0.001099233,0.002154203,0.001606254,0.01605714,0.01847176,0.004452859,0.04511226,0.002452616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006132736,"about_ca_system_score_gemma":0.01242187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007640388,"about_ca_topic_score_gemma":0.01496825,"domain_scores_codex":[0.9853724,0.007174542,0.001472655,0.001519702,0.003222751,0.001237883],"domain_scores_gemma":[0.9370946,0.04527821,0.002404359,0.0008753076,0.008970114,0.005377359],"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":[0.00002998664,0.00001848326,0.0001649975,0.001087843,0.00002572132,0.0002161729,0.005665191,0.00001959036,0.00006688593,0.004847038,0.969385,0.01847304],"study_design_scores_gemma":[0.00001086774,0.00002734725,0.0003041625,0.002585687,0.00002416139,0.0004287745,0.00469694,0.0000228283,0.00004901332,0.00386582,0.9879376,0.00004662451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001285503,0.1245605,0.0001364426,0.5601906,0.3133853,0.000008226861,0.000017174,0.00002304848,0.001550303],"genre_scores_gemma":[0.003405856,0.129052,0.0002710026,0.5142431,0.348198,0.00003904901,0.00002576412,0.00009205112,0.004673077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01892604,"threshold_uncertainty_score":0.0891121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}