{"id":"W2516350958","doi":"10.1111/petr.12786","title":"A risk‐stratified approach to cytomegalovirus prevention in pediatric solid organ transplant recipients","year":2016,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Serostatus; Immunosuppression; Cytomegalovirus; Neutropenia; Transplantation; Internal medicine; Organ transplantation; Adverse effect; Immunology; Surgery; Toxicity; Viral disease; Herpesviridae; Viral load; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009606631,0.0001786087,0.00022218,0.0004841768,0.0001507487,0.0003713403,0.0002023506,0.0001641067,0.00026394],"category_scores_gemma":[0.002673176,0.00007727422,0.0002794898,0.0003085966,0.0001530236,0.0002707779,0.0002234504,0.0002889032,0.00005574802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003531074,"about_ca_system_score_gemma":0.0008863616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009576702,"about_ca_topic_score_gemma":0.002249155,"domain_scores_codex":[0.9993933,0.000332147,0.00008143642,0.00004519442,0.0001099161,0.00003789956],"domain_scores_gemma":[0.9991973,0.0002621473,0.0003398809,0.00003999795,0.00009042364,0.00007035555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009989309,0.0002287975,0.7259042,0.0006027939,0.0003406554,0.0005886704,0.0001982259,0.002501249,0.003498766,0.0006998673,0.0008876772,0.2635503],"study_design_scores_gemma":[0.0003425992,0.005625683,0.9588269,0.001020662,0.001093642,0.01007321,0.0008976622,0.005141493,0.008577214,0.00131461,0.007040532,0.00004586054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641013,0.02992508,0.003463424,0.0008034931,0.00004965333,0.00007925247,0.00007156649,0.00002815563,0.001478004],"genre_scores_gemma":[0.9903389,0.006724872,0.002567558,0.0001571143,0.00005232044,0.00002436972,0.00006019203,0.000003032356,0.00007165705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009606631,"threshold_uncertainty_score":0.005080521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667002542193308,"score_gpt":0.30495521261168,"score_spread":0.2782851871897469,"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."}}