{"id":"W4388749405","doi":"10.1111/biot.2005.19.issue-4","title":"Preparing for an Influenza Pandemic: Ethical Issues","year":2005,"lang":"en","type":"paratext","venue":"Bioethics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00283667,0.0004211096,0.0006462049,0.0001962932,0.0007616371,0.00005524364,0.0006115282,0.004379164,0.001405091],"category_scores_gemma":[0.0005964304,0.0003795698,0.0001731913,0.0001153373,0.0002405541,0.0001210626,0.0004698438,0.004806245,0.009625994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222766,"about_ca_system_score_gemma":0.000891449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007812208,"about_ca_topic_score_gemma":0.002705543,"domain_scores_codex":[0.9959389,0.001158654,0.0008940376,0.0007082316,0.0004595288,0.000840671],"domain_scores_gemma":[0.996935,0.001170327,0.0004332461,0.000911389,0.0003015487,0.0002485214],"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":[0.0004020504,0.00006525071,0.00005890919,0.001728664,0.0001000101,6.394172e-7,0.01176163,0.00002144753,0.00001787529,0.01253519,0.9678744,0.005433902],"study_design_scores_gemma":[0.0007108435,0.0002190685,0.00002278875,0.0008179437,0.00009699522,4.640154e-7,0.00329142,0.00006960173,0.000009112501,0.000780944,0.9935523,0.000428551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002316934,0.005835993,0.004470899,0.01169898,0.01117452,0.007690948,0.0008432945,0.0006426501,0.9553258],"genre_scores_gemma":[0.001322426,0.003399211,0.003541691,0.05628531,0.006930827,0.001650362,0.0008439631,0.0002116496,0.9258146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04458633,"threshold_uncertainty_score":0.9998657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3874559122931309,"score_gpt":0.5878233646734967,"score_spread":0.2003674523803658,"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."}}