{"id":"W4409364607","doi":"10.1111/ped.70021","title":"Optimizing risk factors to guide COST‐effective use of palivizumab in KOREAN infants","year":2025,"lang":"en","type":"article","venue":"Pediatrics International","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"AstraZeneca","keywords":"Palivizumab; Medicine; Pediatrics; Gestational age; Receiver operating characteristic; Respiratory system; Pregnancy; Internal medicine","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":[0.001558822,0.000632064,0.0006890693,0.0007646522,0.0001285564,0.001149588,0.000799917,0.0005358285,0.001757997],"category_scores_gemma":[0.007953882,0.0003455576,0.001197191,0.0007071799,0.0001399736,0.0008206321,0.000726474,0.0007367294,0.0002203022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952517,"about_ca_system_score_gemma":0.003111219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02332768,"about_ca_topic_score_gemma":0.01542347,"domain_scores_codex":[0.9993748,0.0003081865,0.0000809478,0.000088486,0.00005623595,0.00009143409],"domain_scores_gemma":[0.9989386,0.0004270402,0.000261734,0.00004213787,0.0002347341,0.00009577862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00125949,0.0003268294,0.5547627,0.001030017,0.0008564687,0.0006425365,0.0001374374,0.2691054,0.001041377,0.003315863,0.01019329,0.1573288],"study_design_scores_gemma":[0.0004690439,0.0007401674,0.2184081,0.00110297,0.001398336,0.0007414009,0.0007795948,0.7584478,0.002427722,0.005756999,0.009616389,0.0001115475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260731,0.01042076,0.04103024,0.004968758,0.0001260365,0.0005666136,0.01128919,0.0002344734,0.005290802],"genre_scores_gemma":[0.9807577,0.001734999,0.01380341,0.0002373484,0.0000173924,0.0001849215,0.002848517,0.00002889618,0.0003867671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02332768,"threshold_uncertainty_score":0.0463838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565411472792246,"score_gpt":0.3990624254557844,"score_spread":0.3534083107278619,"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."}}