{"id":"W2962953770","doi":"10.1111/petr.13528","title":"A learning health network for pediatric liver transplantation: Inaugural meeting report from the Starzl Network for Excellence in Pediatric Transplantation","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Excellence; Medicine; Transplantation; Health care; Liver transplantation; Medical education; Family medicine; Intensive care medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01390737,0.0005164079,0.0002402767,0.0006382244,0.003481583,0.002801078,0.001241408,0.003877833,0.008014799],"category_scores_gemma":[0.009352885,0.000341711,0.0004239961,0.0004086882,0.0006171757,0.002165968,0.006017877,0.008864524,0.001444746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005255298,"about_ca_system_score_gemma":0.02596228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596941,"about_ca_topic_score_gemma":0.04115195,"domain_scores_codex":[0.9938658,0.001667973,0.000339187,0.000328702,0.002074255,0.001723953],"domain_scores_gemma":[0.9784444,0.001221633,0.0005822818,0.0002093502,0.004013871,0.01552838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032073,0.0003835157,0.01347681,0.0002928596,0.00002371815,0.001372208,0.002757535,0.0002483988,0.001191766,0.002153717,0.9168078,0.06118849],"study_design_scores_gemma":[0.00007233099,0.0003254673,0.0275388,0.0005370048,0.00002349518,0.0007824854,0.008064408,0.0006129715,0.0005779455,0.0006045633,0.9607877,0.00007295712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04027413,0.00533575,0.002472319,0.9079894,0.01826807,0.0007512023,0.001418058,0.0002215355,0.02326951],"genre_scores_gemma":[0.3974969,0.02312202,0.02073692,0.3816117,0.02445744,0.004173597,0.009916194,0.0005569234,0.1379284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01596941,"threshold_uncertainty_score":0.07355011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092490274082467,"score_gpt":0.2874234936326012,"score_spread":0.2664985908917765,"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."}}