{"id":"W4410789789","doi":"10.1016/j.jhlto.2025.100301","title":"Post-operative management of children after lung transplantation","year":2025,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; BC Children's Hospital","funders":"","keywords":"Lung transplantation; Medicine; Transplantation; Lung; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001466499,0.00008348156,0.0002018235,0.00007245855,0.00003207304,0.00002186605,0.0001143099,0.00003547881,0.0002412048],"category_scores_gemma":[0.000002466267,0.00006563558,0.00005229145,0.0001331344,0.0000209941,0.0001121781,0.00002458407,0.00005906916,0.000008595575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916762,"about_ca_system_score_gemma":0.00003498395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343624,"about_ca_topic_score_gemma":0.00002648788,"domain_scores_codex":[0.999406,0.00004265637,0.0002005583,0.0001573523,0.0001024684,0.00009091528],"domain_scores_gemma":[0.999706,0.00003060106,0.00003064555,0.0001509959,0.00005278481,0.00002903219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005007557,0.0003738847,0.9085327,0.002701112,0.001746563,0.0002191916,0.004855229,0.00002371015,0.003566372,0.0199011,0.0005427399,0.05252984],"study_design_scores_gemma":[0.002336451,0.00006211481,0.9891037,0.0004784373,0.0004641882,0.0000131238,0.0001782561,0.00001639494,0.007056159,0.00008176047,0.000140723,0.00006872823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335988,0.0003149674,0.01189528,0.002021748,0.0001545527,0.001831811,0.0001150315,0.00002525171,0.05004251],"genre_scores_gemma":[0.9587424,0.0002912431,0.03355309,0.00108165,0.00001652193,0.00007996173,0.000127029,0.000008270981,0.006099778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08057097,"threshold_uncertainty_score":0.2676541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141871009126213,"score_gpt":0.3720607333730011,"score_spread":0.3606420232817389,"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."}}