{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"d7b26a21d742","filters":{"venue":"Wound Practice and Research"}},"results":[{"id":"W4389033392","doi":"10.33235/wpr.27.2.0001","title":"Methods for chronic wound research — A scoping systematic review of the recommendations, guidelines and standards","year":2019,"lang":"en","type":"article","venue":"Wound Practice and Research","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Registered Nurses' Association of Ontario; National Health and Medical Research Council; Wounds Australia; National Institute for Health and Care Excellence","keywords":"Systematic review; Medicine; MEDLINE; Intensive care medicine; Political science","authors":[{"name":"Christina Parker","is_ca":false},{"name":"Anna Francis","is_ca":false},{"name":"KJ Finlayson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3344895505079923,"gpt":0.6517417591937432,"spread":0.3172522086857509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3859692,0.004322153,0.01287826,0.05214901,0.005772248,0.01751836,0.00957601,0.01076369,0.01336874],"category_scores_gemma":[0.539873,0.005406979,0.01810021,0.0403702,0.009452197,0.01878188,0.01584583,0.0112424,0.005486617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02157161,"about_ca_system_score_gemma":0.131062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405703,"about_ca_topic_score_gemma":0.02018529,"domain_scores_codex":[0.5425366,0.2090126,0.1828328,0.01080199,0.05118249,0.003633529],"domain_scores_gemma":[0.5290134,0.2705102,0.07067657,0.0261103,0.1001107,0.003578761],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001753372,0.00006558837,0.0008584054,0.7605397,0.002020602,0.0001498518,0.003242014,0.0004457107,0.0003193266,0.01044317,0.04225999,0.1794804],"study_design_scores_gemma":[0.0001406313,0.00004723891,0.0005278002,0.9283201,0.001809379,0.0001006017,0.0009396484,0.0001698018,0.0001619553,0.005227246,0.0624901,0.00006550716],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001623706,0.7236388,0.05423473,0.04877759,0.01283629,0.1355105,0.008810996,0.0007431092,0.01382435],"genre_scores_gemma":[0.01382814,0.4856633,0.2230448,0.0101306,0.001495297,0.2554917,0.007290443,0.000372399,0.002683324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6140308,"threshold_uncertainty_score":0.7572093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386755122","doi":"10.33235/wpr.31.3.106-119","title":"Developing a social media-based self-management program for the prevention of diabetes-related foot ulceration in persons with diabetes: protocol steps","year":2023,"lang":"en","type":"article","venue":"Wound Practice and Research","topic":"Diabetic Foot Ulcer Assessment and Management","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":"CARE Canada; Queen's University","funders":"","keywords":"Diabetes mellitus; Protocol (science); Foot (prosody); Diabetes management; Medicine; Physical therapy; Type 2 diabetes; Alternative medicine; Endocrinology; Pathology","authors":[{"name":"Helen Ngozichukwuka Obilor","is_ca":true},{"name":"Heather Ibbetson","is_ca":true},{"name":"Tom Weisz","is_ca":true},{"name":"Olena Veryha","is_ca":true},{"name":"Mariam Botros","is_ca":true},{"name":"Rosemary Wilson","is_ca":true},{"name":"Joan Tranmer","is_ca":true},{"name":"Kevin Woo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07384383508334018,"gpt":0.4340742395576488,"spread":0.3602304044743087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02225188,0.001722477,0.002289417,0.001706596,0.005826848,0.002520725,0.003600884,0.003760289,0.0503679],"category_scores_gemma":[0.04580003,0.001886664,0.004264143,0.001602197,0.001169645,0.002930598,0.003709793,0.006467741,0.007653595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005120016,"about_ca_system_score_gemma":0.03823349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045905,"about_ca_topic_score_gemma":0.02300257,"domain_scores_codex":[0.987775,0.005525525,0.002887465,0.0005697238,0.002051578,0.001190672],"domain_scores_gemma":[0.9719517,0.006622018,0.002728076,0.002118226,0.01331524,0.003264752],"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":[0.03926793,0.0449813,0.02690037,0.05683567,0.001613407,0.001002511,0.008102368,0.00272283,0.005774313,0.01256488,0.2169068,0.5833277],"study_design_scores_gemma":[0.1991373,0.02545656,0.09569709,0.05558809,0.002839371,0.0005752156,0.007059526,0.005595447,0.01159083,0.01665329,0.5789689,0.0008383873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002820961,0.0001837029,0.002624923,0.001292164,0.0002465434,0.9865534,0.00258812,0.00008201699,0.003608101],"genre_scores_gemma":[0.001306694,0.0002347337,0.009345673,0.0004586891,0.00003460196,0.986914,0.0005437012,0.000008991966,0.00115294],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0503679,"threshold_uncertainty_score":0.1684974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383369449","doi":"10.33235/wpr.31.2.82-86","title":"Economic evaluation of compression therapies in the treatment of venous leg ulcers: a systematic review protocol","year":2023,"lang":"en","type":"review","venue":"Wound Practice and Research","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Alberta","keywords":"Protocol (science); Medicine; Treatment protocol; Venous leg ulcer; Intensive care medicine; Physical medicine and rehabilitation; Physical therapy; Surgery; Alternative medicine; Pathology","authors":[{"name":"Ana Cláudia Fuhrmann","is_ca":false},{"name":"Fernanda Peixoto Córdova","is_ca":false},{"name":"Elizabeth Dennett","is_ca":true},{"name":"Lisiane MG Paskulin","is_ca":false},{"name":"Jeffrey E. Johnson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.373508404137862,"gpt":0.5904247114302491,"spread":0.2169163072923871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06993291,0.006131216,0.01861884,0.01462562,0.004100515,0.007764022,0.005409219,0.007227284,0.07562025],"category_scores_gemma":[0.07891526,0.005091652,0.01613897,0.01363452,0.004821108,0.007500333,0.005272573,0.006545969,0.008131375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717697,"about_ca_system_score_gemma":0.06755415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005632756,"about_ca_topic_score_gemma":0.01241848,"domain_scores_codex":[0.9647288,0.01573828,0.01100792,0.002551753,0.004305688,0.001667699],"domain_scores_gemma":[0.9602302,0.01688003,0.007957004,0.002996106,0.009998815,0.001937864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006304227,0.000407447,0.0007596572,0.9276713,0.002974591,0.0004927348,0.001227582,0.001078633,0.0007276585,0.004377652,0.01424092,0.03973751],"study_design_scores_gemma":[0.04776679,0.003326271,0.005945089,0.7397786,0.02208165,0.0008172105,0.002083191,0.002413856,0.002235392,0.01012001,0.1629076,0.0005242989],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003611849,0.002375133,0.0009047686,0.0002518933,0.0001084163,0.9934449,0.002030718,0.00004907647,0.0004739469],"genre_scores_gemma":[0.0004442555,0.001477304,0.002140352,0.0001121551,0.00001613852,0.9953002,0.0002951731,0.000004895036,0.0002094736],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07562025,"threshold_uncertainty_score":0.369845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389704673","doi":"10.33235/wpr.31.4.197-203","title":"Investigating cognition in people with diabetes-related foot ulcers: a study protocol","year":2023,"lang":"en","type":"article","venue":"Wound Practice and Research","topic":"Diabetic Foot Ulcer Assessment and Management","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":"Queensland University of Technology","keywords":"Cognition; Diabetes mellitus; Diabetic foot; Medicine; Foot (prosody); Cognitive decline; Physical medicine and rehabilitation; Physical therapy; Dementia; Internal medicine; Psychiatry; Disease; Endocrinology","authors":[{"name":"Nimantha Karunathilaka","is_ca":false},{"name":"Christina Parker","is_ca":false},{"name":"Peter A Lazzarini","is_ca":false},{"name":"Margaret MacAndrew","is_ca":false},{"name":"Kathleen Finlayson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07512680386551043,"gpt":0.4378531784330895,"spread":0.3627263745675791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01511111,0.003398753,0.005110053,0.003030832,0.007157209,0.002366135,0.00315315,0.004779332,0.02511624],"category_scores_gemma":[0.0110317,0.003345811,0.004599167,0.002510391,0.001458464,0.002689352,0.00264213,0.004615829,0.007394396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004222802,"about_ca_system_score_gemma":0.01908469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008322289,"about_ca_topic_score_gemma":0.01201659,"domain_scores_codex":[0.9931658,0.00265726,0.001518552,0.0008342586,0.000747122,0.001077041],"domain_scores_gemma":[0.9935035,0.001178695,0.0009357462,0.0006524579,0.002364484,0.001365199],"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":[0.2398619,0.1585244,0.1520851,0.06405527,0.002983779,0.005239689,0.0179747,0.005421194,0.008102981,0.008687725,0.07919039,0.257873],"study_design_scores_gemma":[0.2766717,0.1306503,0.3517895,0.01508094,0.002466274,0.001455305,0.01096404,0.004832508,0.003486446,0.01178875,0.1898844,0.0009297866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01089618,0.0002472681,0.0008820447,0.0002193063,0.00009218857,0.9845887,0.001993457,0.00002897715,0.001051856],"genre_scores_gemma":[0.004570899,0.0002500348,0.001582356,0.0002280447,0.00004233274,0.9922789,0.000570157,0.000001958195,0.0004753005],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02511624,"threshold_uncertainty_score":0.08402216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416977231","doi":"10.33235/wpr.33.4.166-175","title":"The effect of beta-glucan on wound healing: a systematic review and meta-analysis","year":2025,"lang":"","type":"article","venue":"Wound Practice and Research","topic":"Wound Healing and Treatments","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":"Thailand Science Research and Innovation; Chiang Mai University","keywords":"MEDLINE; Wound closure; Disease; Component (thermodynamics)","authors":[{"name":"Somboonchokephisal","is_ca":false},{"name":"Techachan","is_ca":false},{"name":"Kaokai","is_ca":false},{"name":"Saokaew","is_ca":false},{"name":"Kanchanasurakit","is_ca":false},{"name":"Srisuwan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.132284734088334,"gpt":0.5016634308929128,"spread":0.3693786968045787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0140241,0.00323851,0.02098138,0.008630875,0.0008005133,0.003402006,0.00220442,0.002395777,0.003766496],"category_scores_gemma":[0.02819884,0.001629912,0.03959321,0.009727777,0.0007739743,0.001836507,0.001598078,0.001733236,0.0002895838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975016,"about_ca_system_score_gemma":0.004227846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006233396,"about_ca_topic_score_gemma":0.01217714,"domain_scores_codex":[0.9899607,0.00509612,0.00256135,0.0009280149,0.001120832,0.0003329167],"domain_scores_gemma":[0.9796216,0.01504823,0.002957192,0.0005931561,0.001485912,0.0002938375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001521741,0.00003585225,0.002833935,0.3926345,0.5921386,0.0001305126,0.00006722445,0.0004323007,0.0001937528,0.0001063803,0.0003837379,0.009521453],"study_design_scores_gemma":[0.0003851384,0.0001885575,0.0027068,0.02400965,0.9711362,0.0000959055,0.00003697988,0.0001622751,0.0001022517,0.0001358897,0.001021795,0.00001858733],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003435647,0.9952921,0.0004285451,0.0001245276,0.00009649828,0.0002277922,0.0002413328,0.00001599609,0.0001376268],"genre_scores_gemma":[0.1309825,0.8635603,0.002614114,0.0005918423,0.0002185827,0.001212556,0.0005327233,0.00002577134,0.0002615958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02098138,"threshold_uncertainty_score":0.07416737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}