{"id":"W4388107847","doi":"10.1016/j.pec.2023.108041","title":"On the proliferation of the empathy concept in healthcare and medical education research","year":2023,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Empathy and Medical Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Empathy; Psychology; Health care; Comprehension; Medical education; Quality (philosophy); Scholarship; Social psychology; Medicine; Computer science; Epistemology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06965373,0.0008274218,0.001652381,0.006913005,0.004846201,0.01730699,0.002392364,0.01090546,0.008563957],"category_scores_gemma":[0.06172169,0.0005385081,0.0009014364,0.004582894,0.05231498,0.03362107,0.01039713,0.01340328,0.0006047935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00642738,"about_ca_system_score_gemma":0.008690948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789035,"about_ca_topic_score_gemma":0.003815951,"domain_scores_codex":[0.968937,0.02169477,0.001063459,0.002114198,0.005307248,0.0008832949],"domain_scores_gemma":[0.6646927,0.3155513,0.004418888,0.005090488,0.008151995,0.002094642],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007013958,0.00003806714,0.0006300217,0.0005074356,0.00002226034,0.000140006,0.006968367,0.0001067824,0.0001757252,0.9377751,0.005611297,0.04795478],"study_design_scores_gemma":[0.00006674006,0.0001684587,0.003315709,0.006342764,0.00005880938,0.0008657227,0.01302891,0.0009666746,0.000617375,0.7282242,0.2462509,0.00009372606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02122717,0.2341536,0.02437397,0.5709634,0.008880383,0.0000630112,0.00009762577,0.00005873727,0.1401821],"genre_scores_gemma":[0.5673305,0.2045183,0.01939146,0.1652862,0.0306609,0.0004962467,0.00008906161,0.0001893595,0.01203805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9303463,"threshold_uncertainty_score":0.3683686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03903830030546518,"score_gpt":0.3888774505128137,"score_spread":0.3498391502073486,"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."}}