{"id":"W4400417606","doi":"10.3126/jnsccm.v2i2.67663","title":"Strengthening acute care in low and middle income countries: The role of clinical research","year":2024,"lang":"en","type":"article","venue":"Journal of Nepalese Society of Critical Care Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Low and middle income countries; Business; Medicine; Economic growth; Economics; Developing country","routes":{"ca_aff":true,"ca_fund":true,"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":[0.09665339,0.001129853,0.001984724,0.004216048,0.004542165,0.01831498,0.005704171,0.009202763,0.02460654],"category_scores_gemma":[0.2181966,0.0009383252,0.001381466,0.004283054,0.008355601,0.01342213,0.01492786,0.008761856,0.002241326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009640844,"about_ca_system_score_gemma":0.1011733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308925,"about_ca_topic_score_gemma":0.02221881,"domain_scores_codex":[0.9233214,0.05623981,0.005438828,0.002421035,0.006751903,0.00582702],"domain_scores_gemma":[0.5248044,0.2940642,0.03892327,0.0184496,0.06152668,0.06223184],"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":[0.0006274646,0.002457738,0.06391001,0.03578876,0.001116554,0.0008510003,0.004159204,0.001079861,0.001533498,0.05576767,0.2572249,0.5754833],"study_design_scores_gemma":[0.001684034,0.003197339,0.1226575,0.1985791,0.001450187,0.00116898,0.03221282,0.002196674,0.002054198,0.1094456,0.5248557,0.0004977991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01058517,0.109082,0.002367226,0.8450026,0.007112757,0.0006672625,0.000848069,0.00008686744,0.02424818],"genre_scores_gemma":[0.4668464,0.2277885,0.03134132,0.2470735,0.01708696,0.00253452,0.001173887,0.0001071048,0.006047816],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09665339,"threshold_uncertainty_score":0.5111581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195350253494791,"score_gpt":0.5568757872028194,"score_spread":0.4373407618533403,"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."}}