{"id":"W4283033182","doi":"10.1016/j.cjcpc.2022.05.004","title":"Preoperative Evaluation of Refugee Children With Heart Disease","year":2022,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Medicine; Refugee; Heart disease; Pediatrics; Disease; Cardiac surgery; Anemia; Intervention (counseling); Surgery; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949525,0.0002836185,0.0002345854,0.001100376,0.001392151,0.0005955856,0.0002817207,0.0003833693,0.00328111],"category_scores_gemma":[0.00141392,0.0001799491,0.0002183351,0.0006384687,0.0006394644,0.0002935071,0.0005140812,0.0005426301,0.0001985524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133165,"about_ca_system_score_gemma":0.002767158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09689137,"about_ca_topic_score_gemma":0.1729155,"domain_scores_codex":[0.9997376,0.00002668244,0.00002219981,0.00001945201,0.00005551877,0.0001385542],"domain_scores_gemma":[0.9995726,0.00006481226,0.0001313166,0.000008537529,0.0000742698,0.0001485128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004562262,0.00004405627,0.9713567,0.00005332217,0.000005942199,0.01950257,0.001805138,0.00003940026,0.0008950779,0.00008274482,0.0005284045,0.005641179],"study_design_scores_gemma":[0.000006195938,0.0001780018,0.9115275,0.000108394,0.0000129778,0.06774392,0.01784411,0.0000815156,0.0003820612,0.00004912812,0.002046972,0.00001928827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995923,0.0007001889,0.00005289684,0.0002577612,0.0000156886,0.00001952411,0.0001345989,0.000005336608,0.002890991],"genre_scores_gemma":[0.998279,0.0007638963,0.0003066478,0.0001119859,0.00001355659,0.000008914149,0.0001136746,0.000002368919,0.000399964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09689137,"threshold_uncertainty_score":0.1926548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824979660451627,"score_gpt":0.3082031286374059,"score_spread":0.2899533320328896,"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."}}