{"id":"W3026935614","doi":"10.1186/s12889-020-08912-1","title":"Rural chronic disease research patterns in the United Kingdom, United States, Canada, Australia and New Zealand: a systematic integrative review","year":2020,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Indigenous; Public health; Biostatistics; Systematic review; Context (archaeology); Health care; Metropolitan area; Rural area; Gerontology; Environmental health; Family medicine; MEDLINE; Economic growth; Nursing; Geography; Pathology; Political science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0132259,0.0009840629,0.004655929,0.001132843,0.001143898,0.0001294846,0.001643805,0.00043953,0.0003873253],"category_scores_gemma":[0.005058055,0.0005782785,0.0002219103,0.007318434,0.0001440755,0.000167778,0.0004631694,0.005987969,0.0001925411],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01174041,"about_ca_system_score_gemma":0.07629238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.955824,"about_ca_topic_score_gemma":0.8998704,"domain_scores_codex":[0.9493617,0.04052402,0.004130681,0.0009356349,0.001815811,0.003232104],"domain_scores_gemma":[0.9851303,0.007289274,0.001947966,0.001513496,0.0006154812,0.00350349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008840437,0.00003044588,0.0005431278,0.7170133,0.00004221325,0.00005314321,0.001494661,4.09376e-7,8.198505e-11,0.00196905,0.273309,0.005535835],"study_design_scores_gemma":[0.000285044,0.0001005711,0.0001518245,0.4315129,0.00009101909,0.00001007742,0.001981317,0.00004288878,6.13825e-11,0.00002977112,0.5655593,0.0002353418],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000945194,0.9290805,0.00001646732,0.04829165,0.0004217255,0.0209832,0.0009944625,0.00008812275,0.0000293004],"genre_scores_gemma":[0.0001135356,0.9763194,0.00002536973,0.01082116,0.0005226714,0.002881337,0.006813957,0.0001088191,0.002393744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2922503,"threshold_uncertainty_score":0.9996669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4077850881659914,"score_gpt":0.5520457502145172,"score_spread":0.1442606620485258,"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."}}