{"id":"W4220714925","doi":"10.1111/petr.14273","title":"Hospitalization following pediatric kidney transplantation: An international comparison among a Canadian pediatric transplant center, North American Pediatric Renal Trials and Collaborative Studies, and Cooperative European Pediatric Renal Transplant Initiative registry data","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Reimbursement; Transplantation; Pediatrics; Kidney transplantation; Renal transplant; Emergency medicine; Internal medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001987054,0.001128524,0.001806733,0.002058627,0.001456639,0.0002932717,0.0007403668,0.000182731,0.00007783555],"category_scores_gemma":[0.0001993001,0.001092308,0.0002926226,0.00320319,0.0001670595,0.001805046,0.00006838167,0.0008807834,0.00001109142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032128,"about_ca_system_score_gemma":0.001419661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438684,"about_ca_topic_score_gemma":0.008854841,"domain_scores_codex":[0.9906594,0.002102125,0.002493253,0.002032592,0.001674502,0.001038181],"domain_scores_gemma":[0.9949967,0.0009159735,0.001456159,0.0006996107,0.0004575643,0.001473986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867547,0.0005663198,0.9782448,0.001176152,0.0005980241,0.00246071,0.01386786,0.0005515245,0.00000739336,0.0000420421,0.0003306925,0.0002868753],"study_design_scores_gemma":[0.01315345,0.001575581,0.9667417,0.00006585201,0.01509536,0.0006400736,0.0007283556,0.0006507585,0.00001850745,0.00001288553,0.0001350955,0.001182394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669695,0.003563299,0.002445294,0.0004113636,0.001162223,0.002482831,0.02241961,0.0002427294,0.0003031756],"genre_scores_gemma":[0.8041435,0.1600442,0.001353802,0.0003525663,0.001812919,0.0002389595,0.03187519,0.0001372803,0.00004155256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628259,"threshold_uncertainty_score":0.9998433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05458687203730803,"score_gpt":0.3332217246125109,"score_spread":0.2786348525752029,"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."}}