{"id":"W2402965846","doi":"10.1080/15265161.2016.1170230","title":"Clinical Trials Infrastructure as a Quality Improvement Intervention in Low- and Middle-Income Countries","year":2016,"lang":"en","type":"article","venue":"The American Journal of Bioethics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; McMaster Children's Hospital; McMaster University; Hospital for Sick Children","funders":"","keywords":"Clinical trial; Disadvantage; Intervention (counseling); Quality (philosophy); Health care; Business; Pillar; Medicine; Nursing; Economic growth; Political science; Economics","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":[0.04572206,0.0003485121,0.0005297109,0.001520476,0.001638291,0.005915066,0.001294509,0.002194975,0.005572012],"category_scores_gemma":[0.08306367,0.0003811206,0.0005605564,0.001463686,0.006902583,0.004188317,0.01000308,0.002335769,0.000273688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005621385,"about_ca_system_score_gemma":0.02103527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939637,"about_ca_topic_score_gemma":0.003324052,"domain_scores_codex":[0.9471533,0.04446989,0.0009733028,0.0009159764,0.001447944,0.005039656],"domain_scores_gemma":[0.8822936,0.06210798,0.02330469,0.006023327,0.003862757,0.02240753],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002444388,0.00311912,0.2424171,0.003996296,0.0008121396,0.001343446,0.008031013,0.01229071,0.002312241,0.4389105,0.02963867,0.2546844],"study_design_scores_gemma":[0.004172967,0.009986433,0.4936222,0.009107869,0.001191289,0.0008833545,0.01404214,0.01761742,0.00451225,0.3259487,0.1185502,0.0003651685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5686809,0.01000798,0.02288305,0.3165181,0.000701126,0.001941024,0.0004750834,0.0005270713,0.07826565],"genre_scores_gemma":[0.9866088,0.0007367779,0.003988269,0.007540038,0.0001824281,0.0004500357,0.00004293812,0.00001171043,0.0004390473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9542779,"threshold_uncertainty_score":0.2418043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4518258081481812,"score_gpt":0.5474327932213321,"score_spread":0.09560698507315085,"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."}}