{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"f053cb9d7653","filters":{"venue":"Kidney and Dialysis"}},"results":[{"id":"W4376136785","doi":"10.3390/kidneydial3020020","title":"Making the Case for Standardized Outcome Measures in Exercise and Physical Activity Research in Chronic Kidney Disease","year":2023,"lang":"en","type":"article","venue":"Kidney and Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Orthopaedic Innovation Centre; University of Alberta; University of Calgary","funders":"","keywords":"Psychological intervention; Medicine; Kidney disease; Physical therapy; Intervention (counseling); Disease; Intensive care medicine; Internal medicine; Nursing","authors":[{"name":"Thomas J. Wilkinson","is_ca":false},{"name":"Jennifer M. MacRae","is_ca":true},{"name":"Stephanie Thompson","is_ca":true},{"name":"Clara Bohm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1143849012785935,"gpt":0.4101899216722247,"spread":0.2958050203936312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8312752,0.00257443,0.008060867,0.01242553,0.003967321,0.01568237,0.009845356,0.01163606,0.001821358],"category_scores_gemma":[0.8640158,0.002561487,0.008115188,0.01749133,0.01939635,0.02168746,0.01474044,0.02498065,0.0009722697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191405,"about_ca_system_score_gemma":0.03364169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891083,"about_ca_topic_score_gemma":0.006061059,"domain_scores_codex":[0.1285444,0.6941315,0.1158963,0.01104609,0.04852903,0.001852685],"domain_scores_gemma":[0.07230509,0.7085659,0.06313427,0.08301016,0.0698227,0.003161879],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002094876,0.0006785489,0.05763112,0.07189085,0.01170968,0.0003774871,0.01442463,0.003391955,0.001262128,0.248623,0.1091703,0.4787454],"study_design_scores_gemma":[0.002234193,0.002709219,0.07512651,0.1663776,0.00777456,0.0008395451,0.006360103,0.007389565,0.002859103,0.4244694,0.3026567,0.001203532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01175929,0.2037534,0.3115121,0.4014815,0.04618487,0.01219442,0.003921735,0.0005743445,0.008618438],"genre_scores_gemma":[0.1324942,0.04627884,0.6247466,0.1246581,0.02123544,0.04573573,0.003284676,0.0005430532,0.001023383],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1687248,"threshold_uncertainty_score":0.2080678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415647002","doi":"10.3390/kidneydial5040052","title":"A Two-Filter Adaptation to Achieve Enhanced Hemodialysis Performance","year":2025,"lang":"en","type":"article","venue":"Kidney and Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Centre for Bioengineering and Biotechnology, University of Waterloo","keywords":"Adaptation (eye); Hemodialysis; Uremic toxins; Kidney disease; Clinical trial","authors":[{"name":"Kyle Chu","is_ca":true},{"name":"Pei Li","is_ca":true},{"name":"Irfani R. Ausri","is_ca":true},{"name":"Bernardo Cañizares","is_ca":false},{"name":"Cesar Vasconez","is_ca":false},{"name":"Zilei Guo","is_ca":true},{"name":"Xiaowu Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009850606769292166,"gpt":0.2559915879486097,"spread":0.2461409811793175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007907644,0.0005498218,0.0007150259,0.0003888691,0.0002624422,0.0009675578,0.0009026311,0.001008816,0.001962184],"category_scores_gemma":[0.00118343,0.0002345353,0.000542057,0.0002411408,0.0002487183,0.0008156375,0.0005939674,0.0007035797,0.0005601229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902479,"about_ca_system_score_gemma":0.0003271112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005082483,"about_ca_topic_score_gemma":0.0004103105,"domain_scores_codex":[0.9993609,0.0001147078,0.00004946996,0.0002031904,0.0001867408,0.00008507622],"domain_scores_gemma":[0.9994715,0.0001543437,0.0000860104,0.0001087746,0.000119394,0.0000600549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001127685,0.0005766735,0.002746369,0.0001969988,0.00007547197,0.0001416444,0.0001093637,0.0008930475,0.9558858,0.0002586188,0.0007211176,0.0372672],"study_design_scores_gemma":[0.0003540638,0.004574945,0.03475825,0.00003767097,0.000251423,0.002336115,0.00006303372,0.02910724,0.9064056,0.0003278036,0.02160515,0.0001786795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874813,0.00142896,0.1185607,0.0003966506,0.000520214,0.0004677021,0.0003630967,0.001940734,0.001509044],"genre_scores_gemma":[0.9408154,0.0003529565,0.05530506,0.0004334731,0.0001664356,0.000184309,0.0003308852,0.0001387588,0.002272705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001962184,"threshold_uncertainty_score":0.00656414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306151934","doi":"10.3390/kidneydial2040047","title":"Choice of the Optimal Dialysate Sodium Concentration","year":2022,"lang":"en","type":"article","venue":"Kidney and Dialysis","topic":"Dialysis and Renal Disease Management","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":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Sodium; Hemodialysis; Imperfect; Subject (documents); Medicine; Intensive care medicine; Computer science; Internal medicine; Chemistry","authors":[{"name":"Christopher W. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01131646228536998,"gpt":0.243062202444578,"spread":0.231745740159208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00474029,0.0005727261,0.002052648,0.0006300606,0.0008569338,0.004754049,0.00139547,0.002620916,0.002744039],"category_scores_gemma":[0.01035989,0.0002846259,0.0007393165,0.0005341924,0.001788702,0.003454978,0.001346709,0.00394901,0.002175295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177861,"about_ca_system_score_gemma":0.001843201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116711,"about_ca_topic_score_gemma":0.001090477,"domain_scores_codex":[0.9974347,0.0009159762,0.0003835452,0.0003339714,0.0007597129,0.00017217],"domain_scores_gemma":[0.9975796,0.00127731,0.0002853133,0.000128176,0.0005252181,0.0002043456],"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":[0.003748629,0.0008961092,0.02320519,0.005843859,0.0006154116,0.001825475,0.002260821,0.008342752,0.07642008,0.07476624,0.1231711,0.6789044],"study_design_scores_gemma":[0.0004529296,0.002594145,0.01430651,0.00542686,0.0006486358,0.005293647,0.00461945,0.01099019,0.08429093,0.1418654,0.7287105,0.0008008582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1050385,0.3963046,0.1795551,0.2368952,0.01980855,0.0004369304,0.001036851,0.0009614921,0.05996273],"genre_scores_gemma":[0.57834,0.2332205,0.1305759,0.03714758,0.006965102,0.0006044456,0.0006110155,0.0008235862,0.01171191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004754049,"threshold_uncertainty_score":0.0250693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412941377","doi":"10.3390/kidneydial5030036","title":"A Practical Guide to Understanding and Managing Non-Infectious Complications of Peritoneal Dialysis Catheters in Clinical Practice","year":2025,"lang":"en","type":"article","venue":"Kidney and Dialysis","topic":"Dialysis and Renal Disease Management","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 Calgary","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Clinical Practice; Dialysis; Surgery; Nursing","authors":[{"name":"Danielle E. Fox","is_ca":true},{"name":"Robert R. Quinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0347204386804101,"gpt":0.3897551523789148,"spread":0.3550347136985048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004097387,0.00168377,0.001395185,0.003390935,0.001480228,0.003756101,0.002262574,0.006062505,0.05713902],"category_scores_gemma":[0.02088425,0.0009032518,0.001109949,0.002014149,0.001171378,0.005576889,0.003157525,0.00731193,0.03806637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604735,"about_ca_system_score_gemma":0.0077251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003776452,"about_ca_topic_score_gemma":0.01146667,"domain_scores_codex":[0.9968989,0.001292863,0.000537472,0.0001682094,0.0008892132,0.0002134102],"domain_scores_gemma":[0.9908022,0.004179596,0.0006797336,0.0002280713,0.002699318,0.001411086],"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":[0.00003318414,0.00036748,0.0009973107,0.0009206629,0.00001305231,0.001778395,0.00143408,0.0004835257,0.0004000225,0.004105888,0.7074594,0.2820071],"study_design_scores_gemma":[0.00006231337,0.0002037816,0.002419067,0.005403087,0.00001609755,0.007630081,0.002011001,0.000787725,0.0001458905,0.01436442,0.9668781,0.0000784673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006701301,0.07847049,0.170382,0.3773283,0.01787991,0.005337839,0.004651594,0.008331414,0.3309172],"genre_scores_gemma":[0.01956961,0.1249177,0.5738163,0.1123204,0.009160974,0.007321433,0.003817711,0.001143591,0.1479322],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05713902,"threshold_uncertainty_score":0.1911491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}