{"id":"W4312249746","doi":"10.11604/pamj.2022.43.147.38189","title":"There is an urgent need for a global rural health research agenda","year":2022,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Medicine; Global health; Environmental health; Economic growth; Medical emergency; Nursing; Public health","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":[0.03180464,0.0008812366,0.002084183,0.00263918,0.003985,0.01274465,0.004131913,0.011102,0.02226006],"category_scores_gemma":[0.03094779,0.0005139307,0.001820554,0.003413311,0.01004763,0.02527052,0.01204856,0.01775423,0.004698399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005587211,"about_ca_system_score_gemma":0.03973677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005925584,"about_ca_topic_score_gemma":0.009097297,"domain_scores_codex":[0.9887782,0.007397759,0.0003661381,0.0007395227,0.001180765,0.001537755],"domain_scores_gemma":[0.9223879,0.04366839,0.004440805,0.003121759,0.01050129,0.01587985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001109605,0.0002470205,0.00353377,0.01125687,0.000120794,0.0006268795,0.007586635,0.0006909897,0.0009083577,0.283242,0.4429134,0.2487622],"study_design_scores_gemma":[0.00001881138,0.0001134472,0.002611502,0.01138494,0.00004879841,0.0003288948,0.02026536,0.0003652569,0.0001514741,0.09542544,0.8692244,0.00006170592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001232289,0.06382753,0.003631963,0.9163133,0.00829606,0.00006459148,0.0002496724,0.0001043919,0.006280098],"genre_scores_gemma":[0.1006666,0.3437774,0.03778202,0.4773471,0.02775731,0.0005711236,0.001175613,0.0003496433,0.01057309],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03180464,"threshold_uncertainty_score":0.168201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2384897481666796,"score_gpt":0.5485634918404985,"score_spread":0.3100737436738188,"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."}}