{"id":"W2058834359","doi":"10.1542/peds.112.3.e197","title":"Risk Factors Associated With Severe Influenza Infections in Childhood: Implication for Vaccine Strategy","year":2003,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Bronchiolitis; Confidence interval; Vaccination; Odds ratio; Pediatrics; Logistic regression; Medical record; Respiratory tract infections; Influenza vaccine; Internal medicine; Respiratory system; Immunology","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":[0.0005781967,0.0005139426,0.0003699779,0.0007604227,0.0002711197,0.0006133459,0.00047687,0.0007884988,0.001972315],"category_scores_gemma":[0.002963322,0.000168248,0.0004303956,0.0005990446,0.0003777004,0.0005619435,0.0002642827,0.000604527,0.0001831428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071042,"about_ca_system_score_gemma":0.0011152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006313554,"about_ca_topic_score_gemma":0.005609605,"domain_scores_codex":[0.9997408,0.0001039187,0.0000227995,0.00003719902,0.00004183407,0.00005352073],"domain_scores_gemma":[0.9980531,0.0006961126,0.0007433395,0.00003043654,0.0001175395,0.0003594987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004253787,0.00002884156,0.9954721,0.00003124271,0.00002766699,0.0001353634,0.00001875098,0.000111837,0.00008479205,0.0000300469,0.000277477,0.003739487],"study_design_scores_gemma":[0.000005537353,0.0001041303,0.9978608,0.00008480306,0.00005133731,0.0007098294,0.0001722165,0.0005277051,0.00006425173,0.00004684431,0.0003676742,0.000004847448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804448,0.01201898,0.0004214486,0.004791845,0.00008390962,0.00003071859,0.0004745375,0.0000253285,0.001708451],"genre_scores_gemma":[0.9948142,0.003688525,0.0005345872,0.0002160696,0.0002398715,0.00001356566,0.0003349594,0.000004996696,0.0001533749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006313554,"threshold_uncertainty_score":0.01255363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415532722074392,"score_gpt":0.3524268417553502,"score_spread":0.2982715145346063,"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."}}