{"id":"W2131738424","doi":"10.12927/hcpap.2007.19358","title":"Pandemic Influenza: When Mother Nature Calls, Will We be Prepared to Answer?","year":2007,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Public health; Health care; Population health; Equity (law); Political science; Coronavirus disease 2019 (COVID-19); Library science; Media studies; Sociology; Medicine; Infectious disease (medical specialty); Nursing; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002718632,0.001978833,0.002424654,0.001647251,0.001523269,0.0001453119,0.002009683,0.004634084,0.00217431],"category_scores_gemma":[0.0006507983,0.001817891,0.0006387713,0.001219935,0.00007722039,0.0003719401,0.001880553,0.008560622,0.00454467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00428114,"about_ca_system_score_gemma":0.002150899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908079,"about_ca_topic_score_gemma":0.007420394,"domain_scores_codex":[0.9853417,0.00212776,0.002779669,0.003056765,0.002168794,0.004525345],"domain_scores_gemma":[0.9912223,0.001950027,0.001152361,0.003407941,0.0005002072,0.001767225],"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":[0.003601849,0.0003226614,0.001202026,0.001589827,0.0003665511,0.0002985302,0.04167297,0.000006260647,0.00003900792,0.0002686576,0.9470015,0.003630202],"study_design_scores_gemma":[0.002379138,0.001250693,0.0007906568,0.00006543427,0.0002269105,0.00002161585,0.0021373,0.0000150451,0.000003377022,0.0001458357,0.9911777,0.001786264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04095406,0.001164826,0.0002925973,0.9266022,0.004014296,0.009412716,0.0008486247,0.001157759,0.01555291],"genre_scores_gemma":[0.000138061,0.0004454902,0.0009864473,0.8851502,0.001021832,0.003080314,0.0007728783,0.000675679,0.1077291],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09217619,"threshold_uncertainty_score":0.9997766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089673705327348,"score_gpt":0.4283897573211583,"score_spread":0.3194223867884235,"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."}}