{"id":"W2965856908","doi":"10.1097/01.naj.0000577496.53381.a6","title":"The Value of Public Health","year":2019,"lang":"en","type":"letter","venue":"AJN American Journal of Nursing","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Public health; Nursing; Value (mathematics); Public health nursing; Theme (computing); Community health; Medicine; Psychology; Medical education; Sociology; Computer science","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003451278,0.0002431366,0.001105968,0.000406904,0.001374759,0.00002386616,0.0007274254,0.000324465,0.00008594702],"category_scores_gemma":[0.0005697898,0.0001750183,0.0003124597,0.0005235326,0.000693514,0.0001592107,0.00005315628,0.005792317,0.0000642532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031159,"about_ca_system_score_gemma":0.004265296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003468994,"about_ca_topic_score_gemma":0.00001596116,"domain_scores_codex":[0.99253,0.003253889,0.002078782,0.0001917716,0.0008766954,0.001068796],"domain_scores_gemma":[0.9890366,0.002649704,0.006831488,0.0005211989,0.0007479577,0.0002130596],"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":[0.00003009163,0.00004799873,0.001044667,0.0002563288,0.00009882798,0.000008407582,0.009819373,0.00000868398,7.748852e-7,0.001243359,0.937718,0.04972346],"study_design_scores_gemma":[0.00037663,0.000981472,0.00317976,0.002950538,0.00005603115,0.00004071171,0.01304426,0.00004096438,2.124691e-7,0.0009933608,0.9781834,0.0001525938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002926698,0.001917458,0.0004394044,0.9853088,0.005772833,0.0004842312,0.00005346289,0.00001603095,0.003081062],"genre_scores_gemma":[0.06396817,0.001945626,0.002519514,0.9206734,0.009270966,0.000009160987,0.00005180682,0.0001173278,0.001444022],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06463541,"threshold_uncertainty_score":0.9999253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3014676658649107,"score_gpt":0.5122064923905496,"score_spread":0.2107388265256389,"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."}}