{"id":"W4296350785","doi":"10.3390/s22187013","title":"Measuring Repositioning in Home Care for Pressure Injury Prevention and Management","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University Health Network Foundation","keywords":"Pressure injury; Computer science; Medicine; Engineering; Medical emergency; Risk analysis (engineering)","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":[0.0006913394,0.00009294085,0.0001457094,0.0001924098,0.0008566242,0.00001024605,0.00009074559,0.00003805948,0.0001578487],"category_scores_gemma":[0.00001616436,0.000106442,0.00004868559,0.0001318111,0.00001048333,0.00006528571,0.0003527764,0.0002331664,0.000004944111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177555,"about_ca_system_score_gemma":0.00001927779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000550338,"about_ca_topic_score_gemma":0.0001042826,"domain_scores_codex":[0.9984702,0.0004596305,0.0003162103,0.000286122,0.0001995135,0.0002682924],"domain_scores_gemma":[0.9995454,0.00004682669,0.0001288663,0.0001982894,0.00003819291,0.00004241889],"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":[0.004411011,0.001556169,0.1750145,0.05555247,0.002511041,0.0002711922,0.1696782,0.05253659,0.002097664,0.2134188,0.07160882,0.2513435],"study_design_scores_gemma":[0.003852548,0.0002397676,0.08856158,0.0005156634,0.0002732377,0.00000319589,0.04255845,0.001951932,0.0000721717,0.004725295,0.8567919,0.0004542471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337311,0.002304791,0.001841824,0.001501686,0.002089453,0.0111792,0.0001146497,0.0003625909,0.0468747],"genre_scores_gemma":[0.9788004,0.00006388769,0.0009217641,0.0002391945,0.00005372445,0.001579027,0.00004660421,0.00002189225,0.01827354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7851831,"threshold_uncertainty_score":0.6588547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991813457760056,"score_gpt":0.3590807003113943,"score_spread":0.3191625657337938,"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."}}