{"id":"W4388455840","doi":"10.1186/s13643-023-02354-7","title":"The influence of assistive technology and home modifications on falls in community-dwelling older adults: a systematic review protocol","year":2023,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Protocol (science); Gerontology; Human factors and ergonomics; Assistive technology; Poison control; Medical emergency; Alternative medicine; Human–computer interaction; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02587363,0.0007719254,0.01011333,0.0008293365,0.001230696,0.00001731767,0.002604892,0.0009113855,0.000006861377],"category_scores_gemma":[0.03072164,0.0003922901,0.000528593,0.002915183,0.0005619621,0.00006863789,0.0007591646,0.00388812,0.0006724807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334719,"about_ca_system_score_gemma":0.0004272494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004151432,"about_ca_topic_score_gemma":0.0001377904,"domain_scores_codex":[0.9552779,0.03337692,0.009867309,0.000552676,0.0004012095,0.0005240383],"domain_scores_gemma":[0.9630546,0.02015797,0.01012487,0.006001654,0.000574815,0.00008606227],"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":[0.000002391875,0.00009708205,0.00002009507,0.9942784,0.0001302112,7.872808e-7,0.000250025,1.194423e-7,1.774494e-8,0.002310394,0.0001342089,0.002776225],"study_design_scores_gemma":[0.0002136985,0.00005286783,0.00004516641,0.955617,0.0009639935,0.000008108068,0.001326229,0.000006467115,1.075839e-8,0.0001235443,0.04136707,0.0002759169],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003711578,0.5869375,0.00002628771,0.0001126958,0.00003932597,0.4125471,0.00002675068,0.000125778,0.0001808977],"genre_scores_gemma":[0.0000144174,0.5192001,0.00005756994,0.00006394443,0.000004708007,0.4803903,0.00001122822,0.00003905046,0.0002186841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06784323,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168951129055321,"score_gpt":0.5070809274909043,"score_spread":0.3381297984355833,"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."}}