{"id":"W2606770558","doi":"10.3389/fpubh.2017.00057","title":"Barriers to Clinical Research in Latin America","year":2017,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Erasmus Medisch Centrum; Teikyo University School of Medicine; Stryker","keywords":"Latin Americans; General partnership; Medicine; Health care; Developing country; Political science; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01300957,0.0001255334,0.0007331275,0.0008251952,0.0004051789,0.00007368014,0.0003785156,0.0001813303,0.00006867151],"category_scores_gemma":[0.01102114,0.000119388,0.00007400856,0.0007171558,0.0003041316,0.0001528517,0.0001451527,0.00115171,0.00007631086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008510237,"about_ca_system_score_gemma":0.006501637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329519,"about_ca_topic_score_gemma":0.000323796,"domain_scores_codex":[0.9953094,0.0008671897,0.0009231099,0.0005161292,0.0006019709,0.001782254],"domain_scores_gemma":[0.9946291,0.0001870929,0.0001487277,0.0009951951,0.0001380752,0.003901813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079136,0.0000650348,0.5969383,0.00005577168,0.000003628379,0.00005002814,0.0002424744,3.034725e-7,5.348739e-8,0.0001166701,0.2294269,0.1729929],"study_design_scores_gemma":[0.0007510417,0.0002628023,0.5713455,0.00009998996,4.119797e-7,0.00000213833,0.0008474638,0.0002384707,1.105143e-7,0.0002280011,0.4261644,0.00005963211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4995534,0.0005328353,0.0008996009,0.4662143,0.004830463,0.001647944,0.00002111133,0.00006058345,0.02623978],"genre_scores_gemma":[0.9642686,0.0007164572,0.009785779,0.02416779,0.0003461829,0.00006291333,0.00001198562,0.00002169492,0.0006186197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4647152,"threshold_uncertainty_score":0.9991305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2210807112322237,"score_gpt":0.5055051028285716,"score_spread":0.2844243915963479,"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."}}