{"id":"W2947544207","doi":"10.1186/s13054-019-2425-6","title":"Influenza and associated co-infections in critically ill immunosuppressed patients","year":2019,"lang":"en","type":"article","venue":"Critical Care","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Health Research Board","keywords":"Medicine; Critically ill; Intensive care medicine; Critical illness; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001299654,0.0001537162,0.000343327,0.0001517455,0.0001082227,0.00004290538,0.0000637607,0.0001524148,0.0002871558],"category_scores_gemma":[0.01438932,0.000140863,0.00006316825,0.0001949103,0.0003008635,0.0001364137,0.000109433,0.0004466187,0.0001953525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115771,"about_ca_system_score_gemma":0.00008200801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005986858,"about_ca_topic_score_gemma":0.00001785479,"domain_scores_codex":[0.9984233,0.00009815504,0.0002817254,0.000294363,0.0004029928,0.0004994262],"domain_scores_gemma":[0.9969332,0.0006204793,0.00001243302,0.0002347817,0.002010646,0.0001884645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240654,0.0003162829,0.9952147,0.0004414353,0.00003272479,0.00002602753,0.0007536757,6.680095e-7,0.0009082329,0.001138583,0.0003705053,0.000673071],"study_design_scores_gemma":[0.004355686,0.0009394728,0.9829612,0.0002731832,0.00005608907,0.000003871737,0.001758531,0.00004698257,0.0005352696,0.000197299,0.008654736,0.0002176153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781376,0.001084211,0.000003150276,0.0005033485,0.0001151958,0.0005292342,0.0001055169,0.00006640227,0.01945542],"genre_scores_gemma":[0.9948722,0.00001742975,0.0000677363,0.004857657,0.00002723775,0.00004749936,0.00003268809,0.0000226108,0.00005491624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0194005,"threshold_uncertainty_score":0.9939129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05000505288847422,"score_gpt":0.4091173479006305,"score_spread":0.3591122950121563,"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."}}