{"id":"W4411019389","doi":"10.1371/journal.pone.0325064","title":"Indoor mobility challenges among older adults: A systematic review of barriers and limitations","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Higher Education, Malaysia","keywords":"Checklist; Gerontology; Quality of life (healthcare); Socioeconomic status; Population; Medicine; Psychological intervention; Stakeholder; Psychology; Environmental health; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001539578,0.0005140363,0.006029326,0.0002559977,0.0003708457,0.000005628864,0.000368895,0.0004201826,0.00005796281],"category_scores_gemma":[0.02530974,0.000383754,0.000333268,0.0004310866,0.0001798245,0.0000924284,0.0004105051,0.0009588466,0.0000435165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887862,"about_ca_system_score_gemma":0.0006430779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002185254,"about_ca_topic_score_gemma":0.0003662177,"domain_scores_codex":[0.9935719,0.002501495,0.002378085,0.0006305398,0.0004875874,0.0004304333],"domain_scores_gemma":[0.9885115,0.007949159,0.001597479,0.001083188,0.0006828744,0.0001757933],"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":[6.865919e-7,0.0002727881,0.0002124736,0.9902772,0.001413463,9.681585e-7,0.002218212,8.157824e-10,5.561253e-9,0.00004575524,0.0002385184,0.005319962],"study_design_scores_gemma":[0.0002144289,0.000036082,0.0003593205,0.9852672,0.01074221,2.772342e-7,0.002077238,8.30234e-7,5.379781e-8,0.00001510748,0.001026619,0.0002606036],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003826651,0.9818818,0.000001432737,0.0003395365,0.0001032817,0.01568015,0.0001832545,0.0001141391,0.001658161],"genre_scores_gemma":[0.00005241492,0.9883792,0.0001468579,0.0001586453,0.00005769819,0.01020703,0.00003925379,0.0000523431,0.0009065855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02377016,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505079852450777,"score_gpt":0.3900459710848068,"score_spread":0.2395379858397291,"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."}}