{"id":"W4386536678","doi":"10.12968/jowc.2023.32.9.570","title":"Development of prone positioning and skin damage prevention digital education: the PRONEtect project","year":2023,"lang":"en","type":"review","venue":"Journal of Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prone position; Supine position; Checklist; Medical emergency; Protocol (science); Intensive care medicine; Nursing; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105917,0.0002114533,0.0007374153,0.0003065083,0.0004149509,0.00006046277,0.0002838259,0.0001629073,0.00003566095],"category_scores_gemma":[0.00009315912,0.0001331306,0.0002557386,0.0002952954,0.00003650839,0.0002177543,0.0002519775,0.0006818823,0.00001790576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976568,"about_ca_system_score_gemma":0.003486934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004740304,"about_ca_topic_score_gemma":0.00003819152,"domain_scores_codex":[0.9973031,0.0004965363,0.001419158,0.0001687871,0.0004143605,0.0001980595],"domain_scores_gemma":[0.9971074,0.0001442027,0.002073042,0.0002200676,0.0003980279,0.00005729092],"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":[0.000009807693,0.00006314134,0.000008353251,0.04166582,0.0003630251,0.000002440299,0.005968579,1.942484e-7,2.15013e-7,0.000167396,0.003264299,0.9484867],"study_design_scores_gemma":[0.0002179157,0.00007215683,0.0001919328,0.03141838,0.0005850788,0.00001764293,0.01123523,2.62174e-7,4.69225e-7,0.0001022536,0.9560326,0.000126075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002489858,0.9878066,0.0002883288,0.00008013695,0.001017521,0.004524172,0.00002388033,0.00002568843,0.005984652],"genre_scores_gemma":[0.0005222012,0.9806194,0.002039383,0.00004511443,0.0008195367,0.0006930334,0.0001778827,0.00007746402,0.01500593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9527683,"threshold_uncertainty_score":0.6185672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241896156465172,"score_gpt":0.488905160601476,"score_spread":0.3647155449549588,"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."}}