{"id":"W4323037476","doi":"10.1097/won.0000000000000957","title":"The Influence of Absorbent Products on Skin Integrity","year":2023,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Western University; St. Michael's Hospital; Vancouver General Hospital; Kingston Health Sciences Centre; Canadian Nurses Association","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009902715,0.0009490764,0.002782056,0.005051136,0.0006374409,0.005618409,0.001314306,0.00231956,0.006592801],"category_scores_gemma":[0.03100755,0.0005101915,0.004252781,0.004009225,0.001242497,0.003294925,0.001577833,0.001384675,0.0006865776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210904,"about_ca_system_score_gemma":0.002720115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949035,"about_ca_topic_score_gemma":0.002739324,"domain_scores_codex":[0.9897413,0.004674199,0.002032087,0.0006322155,0.002644039,0.0002761403],"domain_scores_gemma":[0.9634039,0.0266248,0.006292114,0.0004398673,0.003042066,0.0001972855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008840066,0.0002088878,0.004105909,0.600133,0.00363123,0.0005619069,0.0008216816,0.0002177968,0.002100459,0.001520719,0.003090223,0.3827241],"study_design_scores_gemma":[0.0003414451,0.003097819,0.03571855,0.7812142,0.0301252,0.004414778,0.003036028,0.0003032474,0.007194569,0.002795252,0.1316228,0.0001360888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005217818,0.9913089,0.0002957893,0.0005846984,0.000230524,0.0001009766,0.0001096735,0.000005926262,0.002145638],"genre_scores_gemma":[0.04614316,0.9507247,0.00129196,0.0007523863,0.0002507273,0.0001825186,0.0001171405,0.000008287879,0.0005291573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009902715,"threshold_uncertainty_score":0.0523712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780219644094523,"score_gpt":0.3965562483153243,"score_spread":0.358754051874379,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}