{"id":"W2056097198","doi":"10.4067/s1726-569x2003000200002","title":"PUBLIC HEALTH ETHICS: TOWARDS A RESEARCH AGENDA","year":2003,"lang":"en","type":"article","venue":"Acta bioethica","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Connaught Fund; Institute of Population and Public Health; University of Toronto","keywords":"Engineering ethics; Public health; Research ethics; Political science; Bioethics; Sociology; Environmental ethics; Public administration; Medicine; Public relations; Nursing; Law; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.04179196,0.0001923447,0.0003553455,0.0004728343,0.004665941,0.00006423063,0.0004896424,0.001059228,0.002606571],"category_scores_gemma":[0.02252484,0.0001682076,0.00007424812,0.001458551,0.0003787603,0.0002406113,0.0001715208,0.007926709,0.001407474],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111948,"about_ca_system_score_gemma":0.02893861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736256,"about_ca_topic_score_gemma":0.001214904,"domain_scores_codex":[0.9834646,0.0112211,0.0009476561,0.0005266204,0.001125061,0.002714952],"domain_scores_gemma":[0.9927578,0.003522502,0.000293,0.0009395997,0.001368048,0.001119059],"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":[0.000008096335,0.0001574539,0.0009677963,0.0006080919,0.00001925443,0.000001029098,0.1123148,6.190488e-8,0.00006941475,0.1941303,0.6852198,0.006503971],"study_design_scores_gemma":[0.0003127445,0.0001469163,0.004463375,0.0001022359,0.000001548022,0.000002650758,0.01835387,0.000006955199,0.00001000228,0.003901482,0.9725535,0.0001447252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01319613,0.0004112411,0.000122615,0.8265197,0.002275623,0.001009396,0.00002863375,0.0001892422,0.1562474],"genre_scores_gemma":[0.8247515,0.00193137,0.001441518,0.1592411,0.00111705,0.0004532754,0.00006021512,0.00006446481,0.0109395],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8115553,"threshold_uncertainty_score":0.99937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7753887296953099,"score_gpt":0.6433966623694124,"score_spread":0.1319920673258975,"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."}}