{"id":"W2999468220","doi":"10.1007/s00134-019-05868-8","title":"Severe flu management: a point of view","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Pneumonia; Intensive care unit; Antifungal; Critically ill; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004709322,0.001372052,0.005501176,0.004369683,0.0004607352,0.003652799,0.00177061,0.004137611,0.005420742],"category_scores_gemma":[0.007473026,0.0005600741,0.001944453,0.004501727,0.001118933,0.003125529,0.001465471,0.003148716,0.001418534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220833,"about_ca_system_score_gemma":0.005076053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406281,"about_ca_topic_score_gemma":0.007458956,"domain_scores_codex":[0.998244,0.0005526539,0.0004594401,0.0002458739,0.0003750538,0.0001228775],"domain_scores_gemma":[0.9920794,0.005824715,0.0008386318,0.00008613303,0.0009837609,0.0001874254],"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":[0.0003262903,0.00005314994,0.0005410509,0.2637388,0.001848393,0.0002819347,0.0001831227,0.0002852021,0.0005829413,0.008619554,0.04101559,0.682524],"study_design_scores_gemma":[0.000179758,0.0002131565,0.002197585,0.3094124,0.004484264,0.001462491,0.0004331102,0.0001641812,0.000206727,0.005336731,0.675837,0.00007252303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001893822,0.9988469,0.00002626772,0.0006873876,0.0002755661,0.00000187102,0.00001176802,0.000001315312,0.0001299232],"genre_scores_gemma":[0.000551369,0.9976095,0.0001251829,0.001068053,0.0005169405,0.000006919598,0.00001852204,0.000001019862,0.0001024713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005501176,"threshold_uncertainty_score":0.02490556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132324872367631,"score_gpt":0.4354631946692131,"score_spread":0.3031383223015821,"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."}}