{"id":"W1984266310","doi":"10.1111/j.1440-1843.2008.01258.x","title":"Pandemic planning: Non‐pharmaceutical interventions","year":2008,"lang":"en","type":"review","venue":"Respirology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Pandemic; Medicine; Influenza A virus subtype H5N1; Psychological intervention; Public health; Influenza pandemic; Human mortality from H5N1; Public health interventions; Coronavirus disease 2019 (COVID-19); Virology; Virus; Infectious disease (medical specialty); Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000869441,0.0006086135,0.003808143,0.0002517775,0.0001940839,0.00000922067,0.0006632051,0.001011121,0.0003338073],"category_scores_gemma":[0.009265326,0.0004271911,0.001902808,0.000278825,0.0004147663,0.00002569898,0.0007039536,0.00139158,0.0004937591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467806,"about_ca_system_score_gemma":0.0001373331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007126097,"about_ca_topic_score_gemma":0.000006020653,"domain_scores_codex":[0.9958579,0.0008828862,0.001577926,0.0007617261,0.0001818364,0.0007377059],"domain_scores_gemma":[0.9849344,0.01360166,0.0006294122,0.000607971,0.00004680473,0.0001797617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003489638,0.0003732368,0.001015453,0.03475951,0.001428375,0.0004800743,0.00009632622,0.000002259278,2.627288e-7,0.006010522,0.113245,0.8425541],"study_design_scores_gemma":[0.0002043702,0.0001564144,0.00007239229,0.003926887,0.0008334456,0.0002119678,0.000002756674,0.000008348443,3.922036e-8,0.01179965,0.982432,0.0003517176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001674858,0.9946535,0.002041569,0.0002173823,0.000338287,0.0008072159,0.00002603466,0.000276299,0.001622938],"genre_scores_gemma":[0.00001295732,0.9970673,0.0007805621,0.0005463793,0.0004230536,0.0003786653,0.00002277227,0.00006765182,0.0007007067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.869187,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8065032139564712,"score_gpt":0.6368863345278211,"score_spread":0.1696168794286501,"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."}}