{"id":"W4379967476","doi":"10.1016/j.lana.2023.100526","title":"Influenza vaccination and healthcare utilization in asthma: a Canadian experience","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Asthma; Vaccination; Health care; Medicine; Environmental health; Family medicine; Virology; Immunology; Economic growth; Economics","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":[0.003037455,0.0005915377,0.000993583,0.00190726,0.005023709,0.003013569,0.001697789,0.001837295,0.003207442],"category_scores_gemma":[0.006761814,0.0006679695,0.001287551,0.01318183,0.001611065,0.001114074,0.001492491,0.002808143,0.0003093194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08156872,"about_ca_system_score_gemma":0.1119324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99828,"about_ca_topic_score_gemma":0.9986653,"domain_scores_codex":[0.997016,0.0004073882,0.0001873776,0.0002555836,0.001074502,0.001059128],"domain_scores_gemma":[0.9920632,0.0007589922,0.0009650778,0.0002292759,0.003845076,0.002138405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008287696,0.0004245629,0.9449502,0.0003635305,0.0004833831,0.0006828184,0.009099116,0.0003229521,0.0002620072,0.001281482,0.0134585,0.02784267],"study_design_scores_gemma":[0.00008607593,0.0001126395,0.9778373,0.0003438345,0.0002313965,0.0002345512,0.009774839,0.0001708805,0.00007495929,0.000110057,0.01092553,0.00009787654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101087,0.0333157,0.0001968155,0.01789793,0.0002167307,0.0001714388,0.01483295,0.00002162176,0.02323796],"genre_scores_gemma":[0.9735035,0.01779585,0.0003403364,0.002290951,0.0001038315,0.00006303923,0.00288046,0.00001784465,0.00300421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08156872,"threshold_uncertainty_score":0.5918252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3861364055581841,"score_gpt":0.5102715747934773,"score_spread":0.1241351692352932,"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."}}