{"id":"W1975309170","doi":"10.1371/journal.pmed.0020260","title":"Achieving Gold Standards in Ethics and Human Rights in Medical Practice","year":2005,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Torture, Ethics, and Law","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; University of Cape Town; University of Toronto","keywords":"Medical ethics; Medicine; Engineering ethics; Human rights; Research ethics; Medical research; Family medicine; Political science; Law; Pathology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06595748,0.0007846958,0.00175773,0.0009572005,0.01315107,0.01189237,0.003013451,0.08943994,0.00619049],"category_scores_gemma":[0.1471464,0.0009969035,0.001459376,0.001146839,0.02151228,0.01298018,0.009270991,0.08732152,0.004215414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01166338,"about_ca_system_score_gemma":0.04064532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02442226,"about_ca_topic_score_gemma":0.04087153,"domain_scores_codex":[0.9196163,0.04198816,0.007076126,0.004978847,0.01997813,0.006362478],"domain_scores_gemma":[0.8408168,0.1194558,0.00680109,0.005372545,0.01737632,0.01017743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006755886,0.00008066889,0.001548945,0.0001890445,0.00002298035,0.0007113311,0.003943909,0.0001468265,0.0003836787,0.1072512,0.857702,0.02795178],"study_design_scores_gemma":[0.0001699048,0.0001825507,0.003405005,0.001374432,0.00002169964,0.00100933,0.005945365,0.0006805381,0.0007216977,0.1689608,0.8173491,0.0001797219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004025169,0.0008585131,0.0003182082,0.9925439,0.002733206,0.00001206452,0.00001484863,0.00001232176,0.00310437],"genre_scores_gemma":[0.008285582,0.000462903,0.0009337126,0.9843373,0.002519719,0.0000503735,0.00001515072,0.00001854762,0.003376719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08943994,"threshold_uncertainty_score":0.3488207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07502671345563416,"score_gpt":0.42665248150917,"score_spread":0.3516257680535358,"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."}}