{"id":"W2056843730","doi":"10.1177/0272989x08315238","title":"Development and Validation of a Risk Scoring Tool to Predict Respiratory Syncytial Virus Hospitalization in Premature Infants Born at 33 through 35 Completed Weeks of Gestation","year":2008,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Respiratory viral infections research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Hospital for Sick Children; Mount Sinai Hospital; Abbott (Canada); McMaster Children's Hospital; Izaak Walton Killam Health Centre; University of Toronto; Dalhousie University; University of Calgary; McGill University","funders":"Abbott Laboratories","keywords":"Medicine; Logistic regression; Receiver operating characteristic; Cohort; Pneumovirinae; Cohort study; Pediatrics; Risk factor; Risk assessment; Prospective cohort study; Gestation; Internal medicine; Virus; Pregnancy; Immunology; Paramyxoviridae; Viral disease; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261075,0.0001662849,0.0004447503,0.0005289543,0.0001658283,0.00001241699,0.000124439,0.0002375672,0.0001353762],"category_scores_gemma":[0.006968985,0.0001469799,0.00004670843,0.0008859104,0.0001423022,0.0002299686,0.0002183709,0.0003323341,0.000009843488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629356,"about_ca_system_score_gemma":0.0003217796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005267936,"about_ca_topic_score_gemma":0.00009866219,"domain_scores_codex":[0.9963287,0.000202318,0.001079636,0.0003815915,0.001758488,0.0002492339],"domain_scores_gemma":[0.9984928,0.0004860036,0.0002864274,0.0003015215,0.0002884552,0.0001448048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002187897,0.0004160312,0.7290774,0.0003627093,0.00006641651,0.0001701975,0.005685729,0.001084271,0.02380456,0.0001321914,0.0004732823,0.2365393],"study_design_scores_gemma":[0.002360913,0.0005095821,0.953822,0.00256417,0.00002396555,0.00003874153,0.00007899229,0.003003254,0.03555527,0.0001303882,0.00174357,0.0001691302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961684,0.0001651158,0.0370831,0.00002227672,0.0001170048,0.0007102762,0.00001567087,0.00003315261,0.0001693758],"genre_scores_gemma":[0.9885182,0.00009241356,0.01111929,0.0001188697,0.00006278985,0.00003898482,0.00001894342,0.00002366658,0.000006806954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363702,"threshold_uncertainty_score":0.834303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05848501833394392,"score_gpt":0.3743818404316903,"score_spread":0.3158968220977464,"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."}}