{"id":"W3023921590","doi":"10.5334/aogh.2799","title":"Comparing Approaches to Research in Global and International Health: An Exploratory Study","year":2020,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Empowerment; Global health; Mores; Exploratory research; Stakeholder; Political science; Public relations; Health care; Sociology; Social science; Politics; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1299952,0.0005891897,0.001189449,0.00736782,0.004961461,0.009445293,0.001717491,0.001530572,0.004304359],"category_scores_gemma":[0.1597893,0.0007790501,0.001201415,0.009129381,0.008606926,0.009534488,0.01169335,0.002198095,0.0003248896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006475173,"about_ca_system_score_gemma":0.008063643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240439,"about_ca_topic_score_gemma":0.002244485,"domain_scores_codex":[0.8213273,0.157329,0.005840846,0.00332375,0.008857992,0.003321158],"domain_scores_gemma":[0.7282159,0.243528,0.01205274,0.004998152,0.008603619,0.00260163],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003093812,0.0005390766,0.05270747,0.004819709,0.0002754555,0.0004036481,0.8916197,0.0001678,0.0006671738,0.01333668,0.0009410983,0.03421276],"study_design_scores_gemma":[0.0000983833,0.0006123367,0.02017069,0.002442352,0.0001047585,0.0002393585,0.964062,0.00029218,0.0002757134,0.003317311,0.00835351,0.0000313573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572878,0.004815806,0.01139189,0.002458617,0.0001050182,0.005836717,0.0003054726,0.00003636012,0.01776234],"genre_scores_gemma":[0.9765341,0.001501347,0.01360374,0.0007332342,0.00003493324,0.006777771,0.00009045357,0.00002538424,0.0006989314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8700048,"threshold_uncertainty_score":0.6874886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6796073149363642,"score_gpt":0.5377574425185383,"score_spread":0.1418498724178259,"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."}}