{"id":"W2906881801","doi":"10.1111/petr.13336","title":"Risk stratification of immunocompromised children, including pediatric transplant recipients at risk of severe respiratory syncytial virus disease","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Respiratory viral infections research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Population; Internal medicine; Disease; Logistic regression; Transplantation; Pediatrics","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":[0.001584086,0.0002289415,0.0002163146,0.001169774,0.0002549051,0.0003454104,0.0002392214,0.0003224829,0.001096756],"category_scores_gemma":[0.005591854,0.00009319177,0.0003296926,0.0005785854,0.000164412,0.0003043764,0.000567024,0.0004091037,0.0001005333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978852,"about_ca_system_score_gemma":0.0006529556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820502,"about_ca_topic_score_gemma":0.002980453,"domain_scores_codex":[0.9993178,0.0003094199,0.00009892097,0.00008094434,0.000116773,0.00007623025],"domain_scores_gemma":[0.9977111,0.0008007709,0.001022729,0.00004494565,0.0001444431,0.0002761036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005417036,0.00002899212,0.9927746,0.00004393331,0.00001484511,0.00009783956,0.0002016398,0.0002484774,0.0001381368,0.0000322461,0.0002406884,0.006124355],"study_design_scores_gemma":[0.00001198704,0.0001612744,0.9963882,0.00006731106,0.00002097717,0.000578745,0.0007624422,0.001261556,0.0001511805,0.000090805,0.0005010548,0.000004604787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979795,0.0006005364,0.0003882472,0.0003508598,0.000006002357,0.00003527122,0.0001659131,0.000005792661,0.0004680795],"genre_scores_gemma":[0.9983048,0.0004085608,0.000943011,0.00004745808,0.00001799161,0.00002386162,0.0002036324,7.487823e-7,0.00004990712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001820502,"threshold_uncertainty_score":0.008377552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198115956974816,"score_gpt":0.2996440732660702,"score_spread":0.277662913696322,"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."}}