{"id":"W3119112113","doi":"10.1186/s12913-020-06003-w","title":"Systematic scoping review of factors and measures of rurality: toward the development of a rurality index for health care research in Japan","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; London Health Sciences Centre","funders":"Japan Primary Care Association","keywords":"Rurality; Medicine; Index (typography); Health care; Health informatics; Health administration; Health services research; Public health; Rural area; Nursing; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08040456,0.002219482,0.009052727,0.05072065,0.003144304,0.007131071,0.00395394,0.002934512,0.003048329],"category_scores_gemma":[0.2547712,0.001975203,0.008604526,0.04847639,0.00314194,0.008586402,0.005413785,0.002174263,0.0003422779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297621,"about_ca_system_score_gemma":0.06512108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569722,"about_ca_topic_score_gemma":0.0417928,"domain_scores_codex":[0.9232829,0.02589783,0.03455654,0.003068812,0.01220305,0.0009909011],"domain_scores_gemma":[0.7985075,0.1385037,0.03547926,0.003857685,0.02237847,0.001273531],"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":[0.00006909344,0.00002694102,0.003457251,0.9165397,0.003932492,0.0001257998,0.002018771,0.0001878541,0.0001237773,0.001607131,0.002558876,0.06935228],"study_design_scores_gemma":[0.00004856285,0.00005196352,0.005192568,0.9640853,0.016125,0.0001204366,0.001275397,0.0001379582,0.000118692,0.0009075871,0.01189922,0.00003742467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0051085,0.9741096,0.004968074,0.002822013,0.0005835617,0.007870547,0.002113064,0.00005539594,0.002369286],"genre_scores_gemma":[0.04553974,0.9100266,0.02109051,0.001823462,0.0002172185,0.01907445,0.001873118,0.00003458616,0.0003203745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08040456,"threshold_uncertainty_score":0.425225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3891209865943591,"score_gpt":0.6073051699443547,"score_spread":0.2181841833499956,"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."}}