{"id":"W2335622224","doi":"10.5588/pha.14.0090","title":"To the future: a new direction for Public Health Action","year":2014,"lang":"en","type":"article","venue":"Public Health Action","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Action (physics); Variety (cybernetics); Focus (optics); Nice; Health care; Work (physics); Face (sociological concept); Public relations; Quality (philosophy); Medicine; Computer science; Sociology; Political science; Artificial intelligence; Epistemology; Social science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008705458,0.0002722682,0.0004735452,0.0005252284,0.001611787,0.0005568274,0.0003513625,0.0001789678,0.00008996775],"category_scores_gemma":[0.002197774,0.0002121503,0.0001400145,0.001427504,0.00002930007,0.001753213,0.0001017819,0.0003525077,0.0003470478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048916,"about_ca_system_score_gemma":0.0009001293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03099659,"about_ca_topic_score_gemma":0.01005014,"domain_scores_codex":[0.9961498,0.0002890475,0.0008628214,0.0005550695,0.0003475159,0.001795791],"domain_scores_gemma":[0.997676,0.0002053911,0.0008251958,0.0004888254,0.0003464845,0.0004581322],"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":[0.0000114996,0.00003534903,0.0002020595,0.0001773387,0.000007442285,1.048309e-8,0.00005672398,0.00004252284,0.000001127301,0.02818481,0.5531574,0.4181237],"study_design_scores_gemma":[0.0004399228,0.0001170811,0.01521928,0.00001153801,0.000003940608,0.000004618496,0.0005667471,0.008561619,1.942393e-7,0.00137386,0.9735303,0.000170906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003098516,0.0001677107,0.10452,0.8805779,0.007757627,0.001445597,0.000006061246,0.0004363116,0.001990325],"genre_scores_gemma":[0.1997285,0.0004053547,0.0009173095,0.7495139,0.04754363,0.0005587258,0.0003262078,0.00008037492,0.0009259878],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4203728,"threshold_uncertainty_score":0.999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548991032916985,"score_gpt":0.3783470950861166,"score_spread":0.2234479917944181,"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."}}