{"id":"W4390113453","doi":"10.1002/ppul.26813","title":"Disparities in lung transplantation in children","year":2023,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Great Ormond Street Hospital Charity","keywords":"Medicine; Lung transplantation; Transplantation; Intensive care medicine; Lung; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003966105,0.000341864,0.001795662,0.001572981,0.00002334637,0.00001063139,0.0001599008,0.000599793,0.00002891609],"category_scores_gemma":[0.00007278728,0.000294745,0.0002563062,0.00110128,0.00003428418,0.00006021423,0.00001688662,0.0007422078,0.00008703764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334965,"about_ca_system_score_gemma":0.0002776082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007313269,"about_ca_topic_score_gemma":0.0002957026,"domain_scores_codex":[0.9977286,0.0002899202,0.0009180189,0.0004694138,0.0001484367,0.0004456457],"domain_scores_gemma":[0.9989371,0.0005748773,0.0001800062,0.0002228959,0.00001442088,0.00007066368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004205727,0.0000849239,0.7567283,0.04001093,0.00008728941,0.0006370829,0.000103321,0.000002099573,3.80407e-8,0.000283868,0.00006092174,0.2019592],"study_design_scores_gemma":[0.00186439,0.00008242418,0.9792088,0.003240189,0.003740057,0.001094309,0.000009898013,0.00001386616,1.458489e-7,0.0003121228,0.00986875,0.0005650601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003550593,0.9943973,0.0001131162,0.0001011519,0.0003409173,0.001129085,0.0001168896,0.0001039854,0.0001469166],"genre_scores_gemma":[0.0001543643,0.9972145,0.0006080945,0.00004178162,0.0004397034,0.000257026,0.0009852616,0.000063265,0.0002360104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2224805,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093080203293836,"score_gpt":0.3871947390302516,"score_spread":0.3362639369973132,"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."}}