{"id":"W4205503100","doi":"10.1186/s12877-021-02670-4","title":"The SAFEST review: a mixed methods systematic review of shock-absorbing flooring for fall-related injury prevention","year":2022,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"Health Technology Assessment Programme; Department of Health and Social Care; National Institute for Health and Care Research; University of Portsmouth","keywords":"Medicine; Randomized controlled trial; Systematic review; Poison control; Injury prevention; Psychological intervention; Fall prevention; MEDLINE; Observational study; Relative risk; Occupational safety and health; Burn injury; Physical therapy; Emergency medicine; Nursing; Confidence interval; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01891892,0.002526982,0.01393147,0.01993539,0.001475908,0.006671055,0.003226083,0.003830611,0.01237586],"category_scores_gemma":[0.08378061,0.00158591,0.01114207,0.01418774,0.001319416,0.005611992,0.003290459,0.002162764,0.001024676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005842063,"about_ca_system_score_gemma":0.01989779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006145541,"about_ca_topic_score_gemma":0.02047969,"domain_scores_codex":[0.9760432,0.009928631,0.008592304,0.001142387,0.003730562,0.0005629027],"domain_scores_gemma":[0.9501598,0.0339396,0.008422313,0.001127616,0.005646393,0.0007041942],"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":[0.0001534141,0.00001500701,0.0002115861,0.9714687,0.00758767,0.0000515644,0.0001798317,0.00005842978,0.0001200946,0.0002537621,0.00183057,0.0180693],"study_design_scores_gemma":[0.0003113966,0.0001543103,0.0009628326,0.9340081,0.04976768,0.0001034586,0.0001767667,0.00007515894,0.00009029848,0.0004107738,0.01390626,0.00003297308],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001313332,0.9897903,0.0009933442,0.001061679,0.0005836969,0.004054027,0.001321766,0.00007221982,0.0008096714],"genre_scores_gemma":[0.0185089,0.962158,0.005400996,0.002527749,0.0003802672,0.009620087,0.0008067311,0.00004203757,0.0005552848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01993539,"threshold_uncertainty_score":0.100054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836272498688659,"score_gpt":0.4700391233993116,"score_spread":0.381676398412425,"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."}}