{"id":"W3163992429","doi":"10.1101/2021.05.21.21257626","title":"COVID-19 Associated Pulmonary Aspergillosis: Systematic Review and Patient-Level Meta-analysis","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Interquartile range; Incidence (geometry); Intensive care unit; Cohort study; Cohort; Internal medicine; Pediatrics; Intensive care 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":[0.0101924,0.001964397,0.01523983,0.005955098,0.0006096076,0.002597085,0.002034471,0.00171895,0.003904764],"category_scores_gemma":[0.02453662,0.001084303,0.02639165,0.007664971,0.00063715,0.001546419,0.001471062,0.001541326,0.0003147718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720051,"about_ca_system_score_gemma":0.002783181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005926966,"about_ca_topic_score_gemma":0.01380401,"domain_scores_codex":[0.9916201,0.00370524,0.002411755,0.00109779,0.0008749358,0.0002901864],"domain_scores_gemma":[0.9781923,0.01556524,0.00344115,0.0007664358,0.001718766,0.0003162208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001266324,0.00002336758,0.01104881,0.3158105,0.6630044,0.0001612872,0.00007504637,0.0003763409,0.0002026933,0.000112948,0.0007083435,0.00720991],"study_design_scores_gemma":[0.0003875776,0.0001543342,0.009283412,0.02017232,0.9676888,0.0001353069,0.00005852789,0.0002005355,0.00009165685,0.0001872158,0.001616687,0.00002365203],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008586259,0.9891895,0.0005180851,0.0002160738,0.000130365,0.0002080758,0.0009015634,0.00002166831,0.0002283314],"genre_scores_gemma":[0.3486812,0.6442544,0.002408935,0.001125322,0.000372984,0.001145772,0.001616118,0.00004121686,0.0003540122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01523983,"threshold_uncertainty_score":0.05390316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164354991200613,"score_gpt":0.3418040847335526,"score_spread":0.2253685856134912,"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."}}