{"id":"W4316372400","doi":"10.21037/asj-22-30","title":"Addressing Global Disparities in Pediatric and Congenital Cardiac Care: introduction to the special series","year":2023,"lang":"en","type":"article","venue":"AME Surgical Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Series (stratigraphy); Medicine; Intensive care medicine; Biology","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":[0.0007735179,0.0001148208,0.00023743,0.00009009719,0.0009835238,0.00006305247,0.00009846483,0.00009213141,0.00009632095],"category_scores_gemma":[0.0001911618,0.00007747031,0.00005744011,0.0006181359,0.00006237246,0.0001630182,0.0001351356,0.0008836223,0.0001247297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018889,"about_ca_system_score_gemma":0.0002618783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000111905,"about_ca_topic_score_gemma":0.0004960209,"domain_scores_codex":[0.9980429,0.0005591082,0.0003981053,0.0001863936,0.0002852777,0.0005282591],"domain_scores_gemma":[0.9992898,0.0001720327,0.00009069846,0.0001041005,0.0001036017,0.0002398275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002669806,0.00001873051,0.8771905,0.0000993716,0.00001119813,0.0001136002,0.004368053,0.00002793539,0.000001679419,0.001871861,0.1041047,0.0119254],"study_design_scores_gemma":[0.0006239658,0.00004965717,0.8440281,0.00006686503,0.00001816596,0.00007440981,0.008053073,0.000003725366,5.929988e-7,0.0002987206,0.1466732,0.0001095815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579366,0.00121175,0.000002265632,0.03459371,0.004801056,0.0002797236,0.00004696473,0.00004123475,0.00108671],"genre_scores_gemma":[0.9335406,0.002843459,0.0000164333,0.0003647739,0.0628913,0.000003836393,0.00001339084,0.00001106965,0.0003150757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05809024,"threshold_uncertainty_score":0.7564569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159956416543043,"score_gpt":0.3793086077552683,"score_spread":0.3377090435898379,"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."}}