{"id":"W2787222236","doi":"10.7202/1058311ar","title":"Seeking Ethics Approval in Colombia: A Health Systems Research Case Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"Ministère de la Santé; International Development Research Centre","keywords":"Research ethics; Institution; Christian ministry; Ethics committee; Engineering ethics; Political science; Public relations; Public administration; Law; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1867816,0.0001859744,0.0006910155,0.001225055,0.00254092,0.00008524653,0.0006798645,0.001524338,0.0001444245],"category_scores_gemma":[0.05089166,0.000174031,0.00006858046,0.001253823,0.0008645473,0.0002763019,0.0001106167,0.06559449,0.0001913957],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633688,"about_ca_system_score_gemma":0.06174321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5378954,"about_ca_topic_score_gemma":0.8251959,"domain_scores_codex":[0.9585814,0.03590557,0.001876949,0.0003459534,0.001872541,0.001417618],"domain_scores_gemma":[0.9582318,0.03524975,0.001031851,0.0006022194,0.003027315,0.001857069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001507864,0.0003320717,0.3702562,0.003487325,0.0001618591,0.03696496,0.533717,0.0002292826,0.0000192182,0.03326356,0.02055976,0.0008579249],"study_design_scores_gemma":[0.00224941,0.001684831,0.001801957,0.00276707,0.00002211893,0.002756307,0.9437852,0.0005318326,5.302387e-7,0.001601065,0.04256152,0.0002381783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8936272,0.002230953,0.0001520224,0.08687534,0.0077855,0.002927716,0.00002151715,0.00001709972,0.006362705],"genre_scores_gemma":[0.9938148,0.0001549428,0.000320928,0.004349407,0.0006266084,0.00002053104,0.000001392371,0.00004949851,0.0006619018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100682,"threshold_uncertainty_score":0.9997719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5621672115252635,"score_gpt":0.627795093439432,"score_spread":0.06562788191416846,"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."}}