{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009181332,0.0005216614,0.0004490669,0.0009366964,0.000296066,0.0006343642,0.0005145079,0.0004666399,0.002714454],"category_scores_gemma":[0.005197907,0.0002035507,0.0002687592,0.0006074029,0.0001840202,0.0003466286,0.0004121521,0.000417209,0.001144591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242203,"about_ca_system_score_gemma":0.0004274332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424638,"about_ca_topic_score_gemma":0.01046622,"domain_scores_codex":[0.9988725,0.0004009654,0.0001148662,0.0001445709,0.0003888789,0.00007822933],"domain_scores_gemma":[0.9973438,0.0008382628,0.0006053561,0.0001414729,0.0008574217,0.0002135633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007505225,0.0006226899,0.6261525,0.0007009468,0.0001392629,0.0004554487,0.00186791,0.001101336,0.02315066,0.0001681358,0.009676785,0.3352137],"study_design_scores_gemma":[0.00006365149,0.001401394,0.9468359,0.0003309618,0.0001369414,0.001522691,0.003360138,0.01741122,0.02172205,0.0004077195,0.006731805,0.00007559956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585078,0.001322811,0.02606959,0.0006810271,0.0002149146,0.0004780936,0.00212064,0.001568074,0.009037006],"genre_scores_gemma":[0.968491,0.0006902287,0.02776071,0.0002301896,0.00007180471,0.0001889119,0.0006907364,0.00004199346,0.001834427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004424638,"threshold_uncertainty_score":0.009080768,"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."}}