{"id":"W7095357059","doi":"","title":"Accountability and Effectiveness in Public Health","year":2016,"lang":"en","type":"article","venue":"","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Accountability; Action (physics); Quality (philosophy); Health policy; Investment (military); Health promotion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2316217,0.00119761,0.001737746,0.00683839,0.006749221,0.01841611,0.003000224,0.007544659,0.01126654],"category_scores_gemma":[0.3406739,0.0007332556,0.0008706785,0.004793183,0.04603402,0.01802358,0.01446284,0.008262642,0.0009694559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02316568,"about_ca_system_score_gemma":0.03787096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008719038,"about_ca_topic_score_gemma":0.004656549,"domain_scores_codex":[0.6674685,0.2572266,0.01116774,0.01205905,0.04240333,0.009674706],"domain_scores_gemma":[0.4797576,0.4250431,0.03503384,0.02230866,0.02700241,0.01085441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007705257,0.00009990524,0.006100827,0.0007892331,0.0001145013,0.00006641897,0.003697224,0.00124892,0.00006167181,0.902209,0.02011418,0.06542101],"study_design_scores_gemma":[0.0000818088,0.0001128729,0.00470642,0.002217376,0.00005153922,0.00008819243,0.001939719,0.001235385,0.0002646175,0.9254096,0.06383732,0.00005537953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0197523,0.04657907,0.0466813,0.4935981,0.005674932,0.0007364984,0.0004031368,0.0002692679,0.3863054],"genre_scores_gemma":[0.9226691,0.01247393,0.01381369,0.0364518,0.005807519,0.00127624,0.0001625691,0.0001716682,0.007173469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2316217,"threshold_uncertainty_score":0.9475473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586626434681039,"score_gpt":0.5274220145393105,"score_spread":0.3687593710712066,"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."}}