{"id":"W2552243721","doi":"","title":"Evaluating the Trezzo range of static foam surfaces: results of a comparative study","year":2016,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Nursing staff; Nursing care; Physical therapy; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005428392,0.0001534341,0.0005170002,0.0003120079,0.0005756426,0.000004547586,0.0007444988,0.0001512228,0.09089961],"category_scores_gemma":[0.0005667491,0.0001074426,0.0001765015,0.0004678972,0.0005448441,0.0002218766,0.0005414878,0.0005678331,0.00003589326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.213101e-7,"about_ca_system_score_gemma":0.0003164347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527817,"about_ca_topic_score_gemma":0.004186434,"domain_scores_codex":[0.9946416,0.002664913,0.0006619659,0.0003725883,0.001161138,0.0004977803],"domain_scores_gemma":[0.9941148,0.003560496,0.0006211612,0.0007476371,0.0008392571,0.0001167099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001498781,0.0006064476,0.003842185,0.0003634642,0.0004644309,0.00002370567,0.05484692,0.00003120756,0.001173958,0.002000433,0.9328142,0.002334227],"study_design_scores_gemma":[0.004907613,0.001412727,0.0008215698,0.0003312366,0.0001007519,3.492264e-7,0.9907978,0.0002346545,0.0001459149,0.0009987738,0.0001357395,0.0001129328],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1608236,0.000175675,0.001865885,0.005215313,0.0002581037,0.003949739,0.00009463383,0.00004474106,0.8275723],"genre_scores_gemma":[0.9893604,0.00009544647,0.0003979125,0.00003904395,0.00002398965,0.000007945179,0.000004026833,0.000009257877,0.010062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9359508,"threshold_uncertainty_score":0.9099314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4824512579606922,"score_gpt":0.5525960877402902,"score_spread":0.07014482977959802,"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."}}