{"id":"W2751910294","doi":"10.1002/jmv.24930","title":"Influenza in patients with hematological malignancies: Experience at two comprehensive cancer centers","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Internal medicine; Creatinine; Odds ratio; Confidence interval; Cancer; Retrospective cohort study; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003603795,0.0001289006,0.0005463795,0.0001803928,0.0001498245,0.0000205606,0.000421947,0.000196722,0.001055171],"category_scores_gemma":[0.001134507,0.00007802664,0.00007492809,0.00008089234,0.00097898,0.0001654799,0.0002224385,0.0007685915,0.00002045639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156354,"about_ca_system_score_gemma":0.0002500908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054161,"about_ca_topic_score_gemma":0.0001043184,"domain_scores_codex":[0.997601,0.0001503471,0.0005474546,0.0001807042,0.001169022,0.0003514972],"domain_scores_gemma":[0.9984236,0.0001310299,0.0004040219,0.0003093136,0.000313185,0.0004188685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002061471,0.0003110388,0.9937121,0.00002512382,0.00005321669,0.0009886466,0.0001558305,0.00001311421,0.0008351551,0.00004651527,0.0004442165,0.001353603],"study_design_scores_gemma":[0.009072593,0.00172344,0.9779975,0.0002442213,0.00001798119,0.0002988132,0.0000605848,0.00004116839,0.0003752888,0.00001450721,0.01008031,0.00007354291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957752,0.0002933335,0.00003488704,0.003287458,0.0002579845,0.0001789424,0.000001612863,0.000005379419,0.00016523],"genre_scores_gemma":[0.9958715,0.0001166381,0.0000657303,0.00377651,0.0001183842,0.0000146675,4.879689e-7,0.0000101877,0.00002584389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571452,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07544431347810569,"score_gpt":0.4325659179371348,"score_spread":0.3571216044590291,"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."}}