{"id":"W4390016061","doi":"10.1097/asw.0000000000000078","title":"Skin Tear Management: A Multidisciplinary Education Project","year":2023,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; Baycrest Hospital","funders":"","keywords":"Medicine; Multidisciplinary approach; MEDLINE; Dermatology; Disease management; Pathology; Alternative medicine","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":[0.008995574,0.0006630774,0.0004133482,0.001386521,0.002495594,0.001457558,0.001443929,0.001098396,0.003725809],"category_scores_gemma":[0.008673324,0.0005978181,0.0006136575,0.0006104445,0.0007171486,0.001042246,0.004049845,0.001461122,0.0007153801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002757384,"about_ca_system_score_gemma":0.01508356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842077,"about_ca_topic_score_gemma":0.00794491,"domain_scores_codex":[0.995101,0.002513912,0.0003400638,0.0005313431,0.0008932889,0.0006204425],"domain_scores_gemma":[0.983093,0.001902856,0.001694518,0.0008475744,0.00327558,0.009186462],"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":[0.003031807,0.07377033,0.2612047,0.00302654,0.0002932412,0.002599032,0.02348655,0.001093613,0.0194419,0.0004743624,0.01125555,0.6003224],"study_design_scores_gemma":[0.005811089,0.06841603,0.8021557,0.002140388,0.0004225815,0.004854622,0.05604333,0.005031067,0.0150225,0.000689313,0.03925095,0.0001623995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9886634,0.0005837819,0.002175694,0.001733067,0.00005449299,0.004507984,0.0003003464,0.0001102237,0.001870976],"genre_scores_gemma":[0.9408328,0.001655036,0.04242921,0.002377351,0.0001208562,0.006861533,0.0008561498,0.00005530163,0.004811767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008995574,"threshold_uncertainty_score":0.04757375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335860730317032,"score_gpt":0.4453733999947617,"score_spread":0.4220147926915914,"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."}}