{"id":"W4214683603","doi":"10.1111/jep.13664","title":"Adding a dose of empathy to healthcare: What can healthcare systems do?","year":2022,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Empathy and Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Empathy; Health care; Burnout; Medical education; Interpersonal communication; Psychology; Healthcare system; Nursing; Medicine; Social psychology; Political science; Clinical psychology","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":[0.0444374,0.0007787365,0.001454868,0.002195427,0.005771372,0.01315282,0.002819851,0.007972457,0.006715991],"category_scores_gemma":[0.08796825,0.0006555592,0.001028362,0.001577346,0.01466768,0.02415482,0.01208448,0.006840191,0.001229557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0103959,"about_ca_system_score_gemma":0.019728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535701,"about_ca_topic_score_gemma":0.006622538,"domain_scores_codex":[0.9608804,0.03047846,0.0012402,0.001070429,0.003063926,0.003266678],"domain_scores_gemma":[0.941438,0.03619306,0.004856151,0.003129306,0.00504888,0.009334646],"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":[0.0004410185,0.001383556,0.03942531,0.01283886,0.0004303178,0.0007912638,0.07856014,0.0009735129,0.000536271,0.1284434,0.06488714,0.6712892],"study_design_scores_gemma":[0.0004270576,0.002350926,0.06279001,0.07882057,0.0004872941,0.001753128,0.3069855,0.002440812,0.001184762,0.3018423,0.2405119,0.0004056834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03627454,0.04768013,0.004930718,0.8764376,0.002012324,0.0005905646,0.000127231,0.000108153,0.03183878],"genre_scores_gemma":[0.8622442,0.03414189,0.01170619,0.08827923,0.0009164962,0.0009542256,0.0000671419,0.00003799977,0.001652534],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0444374,"threshold_uncertainty_score":0.2350103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026310536786342,"score_gpt":0.5543116678011664,"score_spread":0.3516806141225322,"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."}}