{"id":"W2075076500","doi":"10.3402/ehtj.v6i0.19957","title":"Sustaining a Regional Emerging Infectious Disease Research Network: A Trust-Based Approach","year":2013,"lang":"en","type":"article","venue":"Emerging Health Threats Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Systems Research Institute; International Development Research Centre","keywords":"General partnership; Scope (computer science); Capacity building; China; Political science; Business; Economic growth; Public relations","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006906668,0.0003895247,0.0007353774,0.001086016,0.004016306,0.000255308,0.0003128222,0.000115671,0.0005517924],"category_scores_gemma":[0.001121487,0.0003230364,0.0002957264,0.001482502,0.0003948784,0.0003871826,0.0002375956,0.003025133,0.0001256387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385727,"about_ca_system_score_gemma":0.003584407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523181,"about_ca_topic_score_gemma":0.00001247967,"domain_scores_codex":[0.9918573,0.001006578,0.0009925344,0.0006050767,0.002335001,0.003203516],"domain_scores_gemma":[0.9948676,0.0004207132,0.000335816,0.0005806924,0.001714959,0.002080239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002951757,0.001576561,0.3288163,0.002984846,0.001016253,0.0009698328,0.007481623,0.03384055,0.0000824465,0.004359023,0.3857102,0.2302106],"study_design_scores_gemma":[0.0273565,0.005197786,0.4651792,0.006825063,0.0003123193,0.002392364,0.01488016,0.2048889,0.00002171171,0.03221039,0.2382972,0.002438445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5062324,0.1328223,0.02599409,0.2807139,0.002115217,0.01130778,0.00002158739,0.001312898,0.0394798],"genre_scores_gemma":[0.9683832,0.004331489,0.009120499,0.009072126,0.005125616,0.0005522848,0.00003679242,0.000200773,0.003177226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4621508,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114244587452946,"score_gpt":0.4738460907821156,"score_spread":0.2624216320368211,"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."}}