{"id":"W3156508132","doi":"10.1017/s1047951121001645","title":"Medical education and training within congenital cardiology: current global status and future directions in a post COVID-19 world","year":2021,"lang":"en","type":"review","venue":"Cardiology in the Young","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council","keywords":"Medicine; Formative assessment; Coaching; Medical education; Curriculum; Psychology; Pedagogy","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":[0.006459825,0.0005167944,0.0004987662,0.002376509,0.001920782,0.005519616,0.001090602,0.004010141,0.01296506],"category_scores_gemma":[0.008858192,0.0002796862,0.00041125,0.003217983,0.004852061,0.008350576,0.005232492,0.004985521,0.002409003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003873598,"about_ca_system_score_gemma":0.01509468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006478284,"about_ca_topic_score_gemma":0.007863582,"domain_scores_codex":[0.9974915,0.0007012166,0.0002796008,0.000308265,0.0005717324,0.0006478267],"domain_scores_gemma":[0.9826636,0.005987701,0.00238307,0.000378273,0.002632934,0.005954454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001623108,0.0001632834,0.0114084,0.006340908,0.00003056761,0.0004942719,0.003530089,0.0003042207,0.0009355494,0.04125555,0.1107046,0.8246702],"study_design_scores_gemma":[0.00002886776,0.000311945,0.05027555,0.01179025,0.00003623316,0.001725018,0.01397907,0.0002469349,0.0004070442,0.01079424,0.9103145,0.00009040428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008585343,0.5956191,0.0009226162,0.3698339,0.005949054,0.00002951617,0.0002719874,0.0001546615,0.01863375],"genre_scores_gemma":[0.1393487,0.7643673,0.004816167,0.07454307,0.007519852,0.00008945174,0.0005060465,0.0001134663,0.008695867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01296506,"threshold_uncertainty_score":0.04337245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605917087699285,"score_gpt":0.3940802845049047,"score_spread":0.3480211136279118,"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."}}