{"id":"W2086156293","doi":"10.1080/19371918.2014.893856","title":"An Evaluation of the Public Health Paradigm: A View of Social Work","year":2014,"lang":"en","type":"article","venue":"Social Work in Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Public health; Sociology; Paradigm shift; Social justice; Public relations; Epistemology; Social science; Political science; Medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.09602299,0.001073707,0.001821249,0.009491154,0.02042805,0.02676232,0.004174742,0.0155401,0.002842397],"category_scores_gemma":[0.0789677,0.000638493,0.001036875,0.004832099,0.1562152,0.02812981,0.01531889,0.01910273,0.0003294754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03367381,"about_ca_system_score_gemma":0.05068813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114454,"about_ca_topic_score_gemma":0.009545278,"domain_scores_codex":[0.8564696,0.1214999,0.002087202,0.003711446,0.01293224,0.003299497],"domain_scores_gemma":[0.7978972,0.1804557,0.004956668,0.004391714,0.0096773,0.00262155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008333393,0.00001705319,0.00009850384,0.0001800979,0.000003990611,0.00005019146,0.01588842,0.0001026068,0.00002743483,0.9778251,0.001949977,0.003848269],"study_design_scores_gemma":[0.00002758472,0.00006582557,0.0003380755,0.001832011,0.00001249135,0.0001263572,0.05878717,0.0005279104,0.000214581,0.8416659,0.09637395,0.00002817776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01875007,0.04714651,0.03044433,0.7675059,0.00615696,0.0002399763,0.00004028196,0.00004466109,0.1296714],"genre_scores_gemma":[0.8974945,0.02299023,0.01130528,0.05668245,0.005526321,0.0007366689,0.0000334726,0.0001054974,0.005125572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09602299,"threshold_uncertainty_score":0.5078242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.327023820439579,"score_gpt":0.5602157837497314,"score_spread":0.2331919633101524,"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."}}