{"id":"W2950906079","doi":"10.1371/journal.pmed.1002843","title":"The Flooring for Injury Prevention (FLIP) Study of compliant flooring for the prevention of fall-related injuries in long-term care: A randomized trial","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of Waterloo; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Fraser Health Authority; Canadian Institutes of Health Research; Centre for Hip Health and Mobility; Michael Smith Health Research BC; AGE-WELL","keywords":"Medicine; Randomized controlled trial; Poison control; Injury prevention; Occupational safety and health; Physical therapy; Fall prevention; Emergency department; Body mass index; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004471339,0.0001987815,0.00102889,0.0001482778,0.0003751327,0.000005372527,0.0002980397,0.0001585815,0.00001418482],"category_scores_gemma":[0.001055296,0.000111529,0.0002315142,0.0002544917,0.0001364902,0.0001154867,0.0000886347,0.0003679576,0.000003616328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009531659,"about_ca_system_score_gemma":0.0001311543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101677,"about_ca_topic_score_gemma":0.0007311318,"domain_scores_codex":[0.9960857,0.001048107,0.001811931,0.0002891618,0.0004049315,0.0003601577],"domain_scores_gemma":[0.9949664,0.003051255,0.001147923,0.0004566476,0.0003358568,0.00004186523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8571858,0.004008057,0.03680453,0.005968549,0.001796908,5.887527e-7,0.0512995,0.00001455914,0.01549662,0.002197148,0.0002815825,0.02494619],"study_design_scores_gemma":[0.8884163,0.004509485,0.07840204,0.005326371,0.001091924,2.278508e-7,0.01816257,0.001373247,0.0001096081,0.002366341,0.00006477485,0.0001770527],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694004,0.001405168,0.0008453918,0.0003070556,0.002139569,0.02571221,0.00001366381,0.0000323809,0.0001441718],"genre_scores_gemma":[0.9944941,0.0003557946,0.00006358876,0.00001701702,0.0003964405,0.00345668,0.00007307128,0.00003132198,0.001112009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04159751,"threshold_uncertainty_score":0.4548019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213333601342479,"score_gpt":0.3956738814972527,"score_spread":0.3535405454838279,"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."}}