{"id":"W4400886330","doi":"10.1097/asw.0000000000000186","title":"Decreasing Intraoperative Skin Damage in Prone-Position Surgeries","year":2024,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Prone position; MEDLINE; Surgery","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":[0.0005178542,0.0001693086,0.0002320349,0.0002606166,0.0002144575,0.00005057647,0.0001411514,0.0001084685,0.0004537439],"category_scores_gemma":[0.00007113911,0.0001591004,0.00005324738,0.0004474903,0.00006372353,0.000903958,0.0001367899,0.0005238512,0.00008266052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542662,"about_ca_system_score_gemma":0.0001450359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002209856,"about_ca_topic_score_gemma":0.01430131,"domain_scores_codex":[0.9979764,0.0005793718,0.0004573141,0.0003857536,0.0002097801,0.0003914071],"domain_scores_gemma":[0.9993225,0.0002705404,0.00006378476,0.0002180869,0.00007034622,0.00005475298],"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":[0.0004534535,0.0003741619,0.08891755,0.0104767,0.0001305922,0.0008910889,0.2476844,0.002239429,0.0002993613,0.1953014,0.006925963,0.4463058],"study_design_scores_gemma":[0.0009732175,0.00007030708,0.0439448,0.003459559,0.00003341831,0.000003349599,0.07000112,0.0005097502,0.0003639212,0.01067935,0.8694869,0.000474362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6637895,0.05757724,0.007446949,0.002300406,0.006881124,0.00602203,0.00009463829,0.0005827242,0.2553053],"genre_scores_gemma":[0.9951446,0.001183814,0.000709531,0.000389651,0.0001638745,0.0005912918,0.00009770729,0.0000262879,0.001693257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8625609,"threshold_uncertainty_score":0.7980469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492348730211132,"score_gpt":0.398295135238937,"score_spread":0.3833716479368257,"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."}}