{"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":"947493223442","filters":{"venue":"Recent clinical techniques, results, and research in wounds"}},"results":[{"id":"W2803875864","doi":"10.1007/15695_2017_88","title":"Impact of Host Defense Peptides on Chronic Wounds and Infections","year":2018,"lang":"en","type":"book-chapter","venue":"Recent clinical techniques, results, and research in wounds","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Intensive care medicine; Chronic wound; Medicine; Wound closure; Wound healing; Antibiotics; Biofilm; Bioinformatics; Biology; Immunology; Microbiology; Bacteria","authors":[{"name":"Evan F. Haney","is_ca":true},{"name":"Daniel Pletzer","is_ca":true},{"name":"Robert E. W. Hancock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073139922890655,"gpt":0.4202518975975651,"spread":0.3129379053084996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002681958,0.0003746983,0.0003550747,0.0004315626,0.0002008335,0.00124537,0.0003537223,0.0005787083,0.006547455],"category_scores_gemma":[0.0002602596,0.000112197,0.0001444358,0.0004699823,0.0004897045,0.001009437,0.0005715096,0.001389783,0.001465751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649338,"about_ca_system_score_gemma":0.0003548257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001758331,"about_ca_topic_score_gemma":0.0003488644,"domain_scores_codex":[0.9999175,0.00001388762,0.000005694106,0.0000134067,0.00003806491,0.00001149215],"domain_scores_gemma":[0.9998769,0.00007476185,0.000009090459,0.000004183938,0.00001890593,0.00001611506],"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":[0.0002765477,0.0001872631,0.0003160815,0.002582525,0.00001553596,0.0003876146,0.0002182558,0.000251093,0.04067629,0.02846549,0.02859627,0.8980271],"study_design_scores_gemma":[0.00002824087,0.0003352667,0.002008496,0.001190465,0.00002307471,0.001577638,0.0001224507,0.0001570694,0.009103075,0.01566415,0.9697741,0.00001596509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004382798,0.9576967,0.001101065,0.001465443,0.001767993,0.00001305294,0.00006280739,0.00002633861,0.03348381],"genre_scores_gemma":[0.0273139,0.8775052,0.003195771,0.001899233,0.003192682,0.00004932305,0.0001458709,0.0000293966,0.08666849],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006547455,"threshold_uncertainty_score":0.0219034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787846250","doi":"10.1007/15695_2017_54","title":"Negative-Pressure Wound Therapy for High-Risk Wounds in Lower Extremity Revascularization","year":2017,"lang":"en","type":"book-chapter","venue":"Recent clinical techniques, results, and research in wounds","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Groin; Revascularization; Surgery; Orthopedic surgery; Cardiology","authors":[{"name":"Patrick Murphy","is_ca":true},{"name":"Adam Power","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1526216840744805,"gpt":0.4522682406192909,"spread":0.2996465565448104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001821428,0.0003993737,0.0002981508,0.000402755,0.000176003,0.0006277137,0.0003459034,0.0005134866,0.02036789],"category_scores_gemma":[0.0002618473,0.0000834923,0.0002060612,0.0002992176,0.0001898569,0.00056947,0.0002803285,0.001225825,0.003984448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036653,"about_ca_system_score_gemma":0.0002669954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003866089,"about_ca_topic_score_gemma":0.002315837,"domain_scores_codex":[0.9999412,0.00001343008,0.000003103023,0.000005262235,0.00003255383,0.000004427428],"domain_scores_gemma":[0.9999444,0.00003571857,0.000004466803,0.00000192135,0.000008312791,0.000005152111],"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":[0.00004346066,0.0002634093,0.0001552095,0.0009223599,0.00001049926,0.0002325852,0.0001512116,0.0002129942,0.00227359,0.01604561,0.1547349,0.824954],"study_design_scores_gemma":[0.00002241913,0.000133071,0.001469673,0.001281262,0.00001542082,0.002053566,0.00009644375,0.0002838465,0.001100836,0.009722831,0.9838066,0.0000141747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004920756,0.5987532,0.008449886,0.007820459,0.006881816,0.0001156168,0.0001837218,0.0001886492,0.3726859],"genre_scores_gemma":[0.02361363,0.482105,0.01334464,0.00670092,0.004795586,0.0001753013,0.0002894117,0.0001143311,0.4688612],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02036789,"threshold_uncertainty_score":0.06813741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885265740","doi":"10.1007/15695_2018_120","title":"Negative Pressure Wound Therapy to Decrease Surgical Nosocomial Events in Colorectal Resections","year":2018,"lang":"en","type":"book-chapter","venue":"Recent clinical techniques, results, and research in wounds","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Perioperative; Negative-pressure wound therapy; Surgery; Antibiotics; Diabetes mellitus; Colorectal surgery; Incidence (geometry); Colorectal cancer; Surgical wound; Internal medicine; Cancer; Abdominal surgery","authors":[{"name":"Mei Yang","is_ca":true},{"name":"Michael Ott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1620450661382926,"gpt":0.4755604841807148,"spread":0.3135154180424222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253254,0.0002095144,0.0001861571,0.0002367093,0.00008327213,0.0002974237,0.0002731864,0.0002955514,0.01128385],"category_scores_gemma":[0.0002503834,0.00004742136,0.0001513225,0.0001389379,0.0000840075,0.000262556,0.0001359361,0.0007188267,0.001387149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151984,"about_ca_system_score_gemma":0.0001623054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003122887,"about_ca_topic_score_gemma":0.001336455,"domain_scores_codex":[0.999956,0.00001319465,0.000002535275,0.000003991645,0.00002078013,0.000003515949],"domain_scores_gemma":[0.9999557,0.00002710794,0.000005883715,0.000001304052,0.000005596361,0.000004529937],"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":[0.000147476,0.0005047333,0.0002565168,0.001073002,0.00001899027,0.0001356911,0.00008477738,0.0001117874,0.003264281,0.003912168,0.05557309,0.9349175],"study_design_scores_gemma":[0.0002810387,0.002316038,0.01756461,0.0036689,0.0001015271,0.002783872,0.0002699361,0.0007741434,0.007550883,0.009821103,0.9548358,0.00003217668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02933752,0.7024619,0.006265056,0.01234458,0.004503561,0.0001421932,0.0003858779,0.0002975595,0.2442618],"genre_scores_gemma":[0.1156354,0.5671049,0.01901543,0.01048533,0.003890604,0.0002899635,0.0005532206,0.000111488,0.2829138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01128385,"threshold_uncertainty_score":0.03774822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}