{"id":"W6884659210","doi":"10.11575/prism/44087","title":"Identification and Epidemiology of Severe Respiratory Disease due to Novel Swine-Origin Influenza A (H1N1) Virus Infection in Alberta","year":2010,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Respiratory distress; Respiratory system; Pandemic; Transmission (telecommunications); Oseltamivir; Cause of death; Disease; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005706921,0.0002695243,0.0006950343,0.001346276,0.00004188014,0.000002558665,0.0002597599,0.0005675704,0.0004836944],"category_scores_gemma":[0.0007191743,0.0003497565,0.0001110866,0.0003984238,0.0003471766,0.0001386752,0.0001996585,0.0003972964,0.0002662959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576923,"about_ca_system_score_gemma":0.0002287348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08716136,"about_ca_topic_score_gemma":0.1249655,"domain_scores_codex":[0.9983905,0.0002757879,0.0003788106,0.0005406291,0.0001785945,0.0002356996],"domain_scores_gemma":[0.9980709,0.0002652614,0.0007062886,0.0006010277,0.0001032071,0.0002533212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00228113,0.0009732239,0.8580824,0.001212204,0.0003054407,0.00008243214,0.0008898146,0.0001858322,0.02261068,0.005343338,0.1060889,0.001944667],"study_design_scores_gemma":[0.001526122,0.00005158339,0.5858313,0.0003158054,0.0001446633,0.000004174843,0.00001503527,0.0001047034,0.00005247794,0.000123376,0.411486,0.0003448018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9425849,0.0006797927,0.002731659,0.0001157743,0.0004471827,0.001888042,0.000951762,0.000179535,0.05042134],"genre_scores_gemma":[0.1985747,0.000887352,0.0111235,0.003165232,0.001015247,0.00002745327,0.001515486,0.003459241,0.7802318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7440103,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439374902714626,"score_gpt":0.2694475095186492,"score_spread":0.2450537604915029,"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."}}