{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009543795,0.0008229602,0.0004707495,0.001786389,0.0004050777,0.0008597981,0.001049383,0.0004985628,0.0005728774],"category_scores_gemma":[0.02372812,0.0001947728,0.0006877145,0.0008915994,0.0005262305,0.0003986548,0.0006911212,0.000607571,0.0003223612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151942,"about_ca_system_score_gemma":0.005650971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04664349,"about_ca_topic_score_gemma":0.03886821,"domain_scores_codex":[0.9958544,0.001190209,0.0003969079,0.0003617796,0.001960581,0.0002361598],"domain_scores_gemma":[0.9884276,0.003036172,0.001698686,0.000443348,0.005838867,0.0005554424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006541422,0.0002627986,0.9235056,0.00008734956,0.0001425543,0.00007292011,0.000237658,0.001849851,0.002125707,0.0001808898,0.001327483,0.06955307],"study_design_scores_gemma":[0.0001860547,0.00177374,0.9629124,0.0001425288,0.0001780007,0.0003897378,0.000260826,0.02769306,0.003272834,0.0001876893,0.002955574,0.00004751964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799415,0.0006929233,0.01446326,0.0002612474,0.00008986823,0.001067254,0.001340027,0.0001732381,0.001970667],"genre_scores_gemma":[0.9520718,0.0003997232,0.04372739,0.00009657871,0.00003847495,0.0005238855,0.002582318,0.00002584986,0.000533884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04664349,"threshold_uncertainty_score":0.09274399,"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."}}