{"id":"W2303821555","doi":"10.1136/bmjinnov-2015-000065","title":"Assistive technologies for ageing populations in six low-income and middle-income countries: a systematic review","year":2015,"lang":"en","type":"review","venue":"BMJ Innovations","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"World Health Organization Centre for Health Development; Ain Shams University; World Health Organization","keywords":"Population ageing; Population; Low and middle income countries; Developing country; High income countries; Gerontology; Medicine; Economic growth; Environmental health; Economics","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005176995,0.0005610017,0.003623826,0.00114001,0.0009802986,0.00002434935,0.0009070026,0.001203604,0.00002548157],"category_scores_gemma":[0.01633339,0.0004601858,0.0002161208,0.002858566,0.0003996958,0.0001772021,0.0007035417,0.001776209,0.0001025693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257926,"about_ca_system_score_gemma":0.001515702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004281873,"about_ca_topic_score_gemma":0.0004676158,"domain_scores_codex":[0.9934852,0.001105226,0.003937232,0.0006274308,0.0002908604,0.0005540928],"domain_scores_gemma":[0.9901946,0.003250171,0.002825828,0.002115833,0.001552001,0.0000615336],"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":[0.000003076969,0.00004780123,0.0009764815,0.9500688,0.0001052449,0.000003304802,0.00007138328,6.855215e-8,1.005741e-8,0.04362886,0.0007705117,0.004324483],"study_design_scores_gemma":[0.0003228286,0.00003000454,0.0005683445,0.799714,0.0008366431,0.00001088285,0.0006848347,0.00001548329,1.285057e-8,0.001834819,0.1955575,0.0004245923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000124137,0.9710278,0.001121727,0.002036463,0.0003266176,0.02337142,0.0006408018,0.00073347,0.0007292834],"genre_scores_gemma":[0.0002894145,0.9531875,0.004103607,0.000271494,0.00003945016,0.04087263,0.0005627833,0.0000727314,0.0006003305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.194787,"threshold_uncertainty_score":0.999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2793683360742999,"score_gpt":0.5261688139401389,"score_spread":0.246800477865839,"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."}}