{"id":"W2138920403","doi":"10.1002/jmv.24189","title":"Value of a risk scoring tool to predict respiratory syncytial virus disease severity and need for hospitalization in term infants","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pediatrics; Observational study; Severity of illness; Population; Bronchiolitis; Disease; Retrospective cohort study; Illness severity; Internal medicine; Gestational age; Respiratory system; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002326379,0.0005977226,0.0004568732,0.001373134,0.0002051418,0.0007223405,0.0004195251,0.0004073975,0.0006378444],"category_scores_gemma":[0.01210776,0.0001394399,0.0005398418,0.0007123323,0.0002329632,0.000638679,0.0005606849,0.0005903485,0.0001688254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221529,"about_ca_system_score_gemma":0.0004983753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899915,"about_ca_topic_score_gemma":0.001725223,"domain_scores_codex":[0.9986816,0.0006008426,0.0001949406,0.0001045141,0.0003412261,0.00007695707],"domain_scores_gemma":[0.994445,0.002411809,0.001510124,0.0001868105,0.0007764216,0.000669852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003462584,0.00006383454,0.990807,0.0000161514,0.00003511615,0.00007023266,0.00005263084,0.0002562165,0.0002474464,0.0000207663,0.0001239747,0.00796024],"study_design_scores_gemma":[0.00002555303,0.001369413,0.989293,0.00002843162,0.00005564507,0.0005025708,0.0002232133,0.007973677,0.0002777622,0.00007314803,0.0001601793,0.00001739497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998168,0.0002578039,0.000614134,0.00006821742,0.00001879577,0.00003374027,0.0001632585,0.00001491537,0.0006611361],"genre_scores_gemma":[0.998192,0.00008817534,0.001319915,0.00001365024,0.00001461286,0.00002610018,0.0002427973,0.000001758431,0.000100946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326379,"threshold_uncertainty_score":0.01230323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881222986223778,"score_gpt":0.3791733605298906,"score_spread":0.3403611306676528,"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."}}