{"id":"W4289782555","doi":"10.1186/s12942-022-00308-1","title":"The role of geographic information system and global positioning system in dementia care and research: a scoping review","year":2022,"lang":"en","type":"review","venue":"International Journal of Health Geographics","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"University of New South Wales","keywords":"Global Positioning System; Geographic information system; Dementia; Health informatics; Information system; Medicine; Knowledge management; Public health; Computer science; Nursing; Geography; Cartography; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.005722059,0.00019142,0.001261446,0.0009688363,0.0002502404,0.00009040803,0.0003947793,0.00008225493,0.000003788243],"category_scores_gemma":[0.0003580269,0.0001433447,0.0002870802,0.0007896287,0.0001479174,0.0002354992,0.0002593739,0.0007264953,6.273408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592881,"about_ca_system_score_gemma":0.001498107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295236,"about_ca_topic_score_gemma":0.00005805975,"domain_scores_codex":[0.9946117,0.00109843,0.002290786,0.0001684489,0.001562584,0.0002680067],"domain_scores_gemma":[0.9957765,0.000389054,0.002297029,0.0002302816,0.001138908,0.0001682373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005185082,0.00001853162,0.01422988,0.2365834,0.0004741804,0.00003426768,0.00009221997,9.736531e-7,7.180008e-9,0.001436138,0.00002918245,0.7470494],"study_design_scores_gemma":[0.0005587832,0.0002395901,0.00232472,0.684172,0.0003461319,0.001759157,0.001924765,0.00002130538,1.471881e-8,0.00001779778,0.3085315,0.0001041594],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00017188,0.9973889,0.00001296361,0.0001650934,0.0003444734,0.0013743,0.0003273784,0.00001239809,0.0002026339],"genre_scores_gemma":[0.007940191,0.9915088,0.0001126507,0.00008148429,0.00006839793,0.0000603662,0.0002159604,0.00001192812,1.506865e-7],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7469453,"threshold_uncertainty_score":0.5845426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965702810544521,"score_gpt":0.4198981493217896,"score_spread":0.3702411212163444,"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."}}