{"id":"W2918846566","doi":"10.1111/chd.12745","title":"Electronic health record associated stress: A survey study of adult congenital heart disease specialists","year":2019,"lang":"en","type":"article","venue":"Congenital Heart Disease","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Medicine; Depersonalization; Workload; Emotional exhaustion; Family medicine; Health care; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001815002,0.0001991833,0.0002778984,0.001030112,0.0006007802,0.0005902706,0.0003081691,0.0006063172,0.001093399],"category_scores_gemma":[0.004325637,0.000333362,0.0003144062,0.001565668,0.0003178868,0.0006704927,0.0007707973,0.0005281417,0.0003112799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008289464,"about_ca_system_score_gemma":0.0009660996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354369,"about_ca_topic_score_gemma":0.02311953,"domain_scores_codex":[0.9985221,0.0004766365,0.0002147035,0.0001871664,0.00032292,0.0002763799],"domain_scores_gemma":[0.9965257,0.0006641112,0.001228144,0.0001680884,0.0006506546,0.0007633092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001522551,0.00006502269,0.9983169,0.00001096498,0.000008726156,0.0000336342,0.0007004897,0.000005971016,0.00005993411,0.000003872987,0.00009179854,0.00068756],"study_design_scores_gemma":[0.000004807665,0.000130376,0.9976239,0.00001039993,0.000004904302,0.00008753038,0.001914432,0.00005327717,0.00002094524,0.000003669169,0.000143185,0.00000253082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994411,0.0000464361,0.00004703283,0.00006184878,0.000001969693,0.00002599084,0.0002110595,0.000001157565,0.0001633284],"genre_scores_gemma":[0.9992207,0.0000904525,0.0001289703,0.0001387982,0.00000738374,0.00004540649,0.0002748759,0.000001281331,0.00009212075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354369,"threshold_uncertainty_score":0.02692974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797971599487292,"score_gpt":0.3072049355466434,"score_spread":0.2892252195517705,"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."}}