{"id":"W4379094318","doi":"10.1001/jamanetworkopen.2023.16480","title":"Effect of a Continuous Bedside Pressure Mapping System for Reducing Interface Pressures","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; Pfizer; Fondation Brain Canada; Craig H. Neilsen Foundation; World Health Organization; Alberta Innovates; University of Calgary","keywords":"Medicine; Randomized controlled trial; Blood pressure; Clinical trial; Internal medicine; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007857902,0.0002143219,0.0007128156,0.0001116913,0.000549747,0.00007512392,0.0009066672,0.0002093689,0.0001406609],"category_scores_gemma":[0.0004141545,0.0001827167,0.0001443058,0.0004027344,0.0000287925,0.0002587813,0.001627413,0.0003489128,0.0001162497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004356337,"about_ca_system_score_gemma":0.00006370891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004337945,"about_ca_topic_score_gemma":0.00004443584,"domain_scores_codex":[0.995859,0.001996144,0.0007917121,0.0004374519,0.0002291871,0.0006864702],"domain_scores_gemma":[0.99661,0.001941595,0.0005997058,0.0005961173,0.0001466081,0.0001059817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001422892,0.0000332726,0.006850248,0.01306883,0.001015819,0.000008620706,0.003409227,0.01485292,0.0004617196,0.003757989,0.9363985,0.01871994],"study_design_scores_gemma":[0.0056618,0.000438416,0.01010243,0.009833459,0.0005373711,0.000001542625,0.002553976,0.01833627,0.0008369765,0.000298542,0.9510239,0.0003753205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3148898,0.01217516,0.08600245,0.01137028,0.02670301,0.1241922,0.0006726721,0.004841545,0.4191529],"genre_scores_gemma":[0.9501156,0.00003345294,0.0007287068,0.0001625893,0.0007433766,0.002513445,0.00005167856,0.00005745819,0.04559371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6352258,"threshold_uncertainty_score":0.7450969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397426205519873,"score_gpt":0.414716039524307,"score_spread":0.3707417774691082,"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."}}