{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007732123,0.0002879213,0.0004942355,0.0007967968,0.000191399,0.00001515557,0.000202755,0.0001959394,0.0002611895],"category_scores_gemma":[0.0001138049,0.0002753249,0.0002652765,0.0009772696,0.0000683803,0.0003039276,0.00002150579,0.00046797,0.0001047407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804146,"about_ca_system_score_gemma":0.0003248828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003643463,"about_ca_topic_score_gemma":0.00004023486,"domain_scores_codex":[0.9966775,0.0004529929,0.001085566,0.0005380596,0.0009028339,0.0003430782],"domain_scores_gemma":[0.9978091,0.0003043901,0.0007816711,0.0005718119,0.0002965178,0.0002364929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003755184,0.0004002537,0.9773738,0.0009853216,0.00009598375,0.000008856357,0.0004239125,0.001041654,0.01525005,0.00001718629,0.00003072119,0.0006170718],"study_design_scores_gemma":[0.004801304,0.0005739659,0.9809341,0.00004727474,0.002026191,0.00001231445,0.000006958221,0.0002209299,0.01109426,0.0000335308,0.000007041504,0.000242179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946353,0.0008079662,0.0005588263,0.000008087838,0.0002282878,0.001769713,0.001672399,0.0000701351,0.0002492885],"genre_scores_gemma":[0.9849975,0.01383949,0.0001712081,0.00001067938,0.0003036996,0.00006499262,0.0005230598,0.00004644142,0.00004297165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303152,"threshold_uncertainty_score":0.9999699,"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."}}