{"id":"W3199098016","doi":"10.1542/peds.2020-049672","title":"Antiviral Use in Canadian Children Hospitalized for Influenza","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre; McGill University; Public Health Agency of Canada; Stollery Children's Hospital; Alberta Children's Hospital; University of Alberta; Dalhousie University; Montreal Children's Hospital; University of Toronto; BC Children's Hospital; SickKids Foundation; Hospital for Sick Children; University of Calgary","funders":"","keywords":"Medicine; Virology; Antiviral treatment; Pediatrics; Intensive care medicine; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006042277,0.0004968887,0.0004703108,0.001433255,0.002027719,0.0007947236,0.00111638,0.0004753049,0.001870177],"category_scores_gemma":[0.002777301,0.0003126435,0.0009412491,0.003540091,0.0004132257,0.0003310516,0.0006121364,0.0009528398,0.0001519416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02102451,"about_ca_system_score_gemma":0.024886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976142,"about_ca_topic_score_gemma":0.9850017,"domain_scores_codex":[0.9986116,0.00007767853,0.0001066426,0.0001641656,0.0005854178,0.0004544366],"domain_scores_gemma":[0.998062,0.0001071947,0.0008077854,0.00003775181,0.0006388902,0.0003464349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002263384,0.00001333662,0.9965646,0.00003619013,0.00002945075,0.0000539559,0.0001616387,0.00003866792,0.00004550411,0.00002650043,0.0008850121,0.002122482],"study_design_scores_gemma":[0.000004320252,0.00002370293,0.9981124,0.00006694838,0.00003580885,0.0001637144,0.0004247764,0.0001267189,0.00006016749,0.000008591289,0.0009639809,0.000008822496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982113,0.003472961,0.0001211488,0.0006491186,0.00004346378,0.00005616654,0.009628581,0.00002379843,0.003891849],"genre_scores_gemma":[0.9937147,0.001844709,0.0003603825,0.0002652785,0.00002402117,0.00003079171,0.003355913,0.0000069342,0.0003972128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385801,"threshold_uncertainty_score":0.1525442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06137227508794253,"score_gpt":0.3625020731978451,"score_spread":0.3011297981099026,"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."}}