{"id":"W3168505605","doi":"10.22605/rrh6162","title":"Rural health research capacity building: an anchored solution","year":2021,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Creativity; Public relations; Process (computing); Capacity building; Health care; Rural area; Knowledge management; Medical education; Medicine; Sociology; Business; Engineering ethics; Political science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006659884,0.0001692962,0.0005595172,0.0002006857,0.0008550221,0.00004747895,0.0000874453,0.0001702986,0.00007077966],"category_scores_gemma":[0.00624747,0.0001279591,0.00006256146,0.0006554336,0.0003051551,0.0001543831,0.00008878786,0.00137233,0.00002456282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000837292,"about_ca_system_score_gemma":0.01384628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009523,"about_ca_topic_score_gemma":0.0006606301,"domain_scores_codex":[0.9942532,0.001110171,0.0005243873,0.0003701532,0.001287483,0.002454608],"domain_scores_gemma":[0.9865924,0.0001860054,0.00008781446,0.0004062982,0.0004313236,0.01229614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002737292,0.0002414304,0.0005077118,0.001609249,0.0000156777,0.00006597309,0.00105107,2.288954e-7,0.003419646,0.0007884052,0.02909598,0.9629309],"study_design_scores_gemma":[0.01480516,0.02351467,0.2753516,0.01023763,0.00003184102,0.004441673,0.01032524,0.01691474,0.003332481,0.01239597,0.6276022,0.001046772],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6377913,0.006575867,0.0006911267,0.3532568,0.0002513148,0.0007751014,0.00001835331,0.0000899139,0.0005502959],"genre_scores_gemma":[0.9276508,0.0251836,0.008310138,0.03625201,0.00116304,0.000004543626,0.0001582532,0.00003647762,0.001241098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9618841,"threshold_uncertainty_score":0.9964966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.327108080881014,"score_gpt":0.5054443835885978,"score_spread":0.1783363027075838,"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."}}