{"id":"W3127297979","doi":"","title":"Shock-absorbing flooring for older adults and staff in hospitals and care homes: a mixed methods systematic review (The SAFEST Review)","year":2021,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"","keywords":"Medicine; MEDLINE; Shock (circulatory); Medical emergency; Gerontology; Emergency medicine; Intensive care medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005210857,0.000242585,0.001255032,0.0001817144,0.0006155708,0.00001036501,0.0002185338,0.0001913951,0.00004063307],"category_scores_gemma":[0.0008771165,0.0001840504,0.00007444005,0.0004823452,0.00005748474,0.00007752191,0.0005200931,0.0006865709,0.000004209198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260197,"about_ca_system_score_gemma":0.0003673024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004196385,"about_ca_topic_score_gemma":0.0003222317,"domain_scores_codex":[0.9949889,0.002235826,0.001404213,0.0005744736,0.0001904407,0.0006061487],"domain_scores_gemma":[0.9976474,0.0006345073,0.0006327984,0.0007422013,0.000236295,0.0001067702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003632469,0.00005683367,0.0004780407,0.9427853,0.00007148973,0.000007225965,0.0009604586,1.752794e-7,0.000002278493,0.005385928,0.004463955,0.0457847],"study_design_scores_gemma":[0.002197831,0.0001916435,0.007453594,0.8844464,0.0004923245,0.00002139228,0.07448393,0.0001252568,0.00001041631,0.0008170757,0.02938521,0.0003748844],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001607447,0.8920022,0.01069232,0.07764041,0.0005162804,0.01709523,0.00001819458,0.0001876545,0.0002403007],"genre_scores_gemma":[0.04414841,0.8683943,0.04993447,0.01647595,0.00004455826,0.02029119,0.00009467419,0.00006686556,0.0005495693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07352348,"threshold_uncertainty_score":0.7505355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792714744396168,"score_gpt":0.474444479251185,"score_spread":0.4465173318072233,"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."}}