{"id":"W4214573017","doi":"10.3390/curroncol13040012","title":"Influenza Pandemic Planning for Cancer Patients","year":2006,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Influenza pandemic; Intensive care medicine; Health care; Action (physics); Coronavirus disease 2019 (COVID-19); Family medicine; Medical emergency; Disease; Economic growth; Infectious disease (medical specialty); Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004592283,0.00008191852,0.0001923221,0.0000594349,0.00007326664,0.000004656933,0.00003703147,0.00006629223,0.00008963307],"category_scores_gemma":[0.00001945706,0.00007082315,0.00006406748,0.00007830915,0.00003711569,0.00003368594,0.00001602839,0.0001368213,0.00001679046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816112,"about_ca_system_score_gemma":0.0001674848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004772034,"about_ca_topic_score_gemma":0.00005701215,"domain_scores_codex":[0.9993766,0.00001430821,0.0001813469,0.0001585514,0.00006716196,0.0002020566],"domain_scores_gemma":[0.9996212,0.00005228749,0.00007152682,0.00008040217,0.0001210089,0.00005354825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001293612,0.0003186596,0.9288466,0.00004968009,0.00001501672,8.2324e-7,0.00005503936,0.00003437759,0.0003477608,0.0001668892,0.02685266,0.04318313],"study_design_scores_gemma":[0.002396643,0.0003338794,0.2712924,0.00004353826,0.00007804712,0.000003734511,0.000009146412,0.00001932896,0.0001575538,0.0001537693,0.7254514,0.00006057572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991314,0.002164885,0.0002517597,0.0001659093,0.002125233,0.0004921413,0.00002824651,0.00006774007,0.003390114],"genre_scores_gemma":[0.9974133,0.00007452605,0.00006935863,0.0005130127,0.001018135,0.0005366333,0.00007057646,0.00001668086,0.0002877962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6985988,"threshold_uncertainty_score":0.2888084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636008603648242,"score_gpt":0.4799836469623028,"score_spread":0.3163827865974786,"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."}}