{"id":"W4226067942","doi":"10.14744/nci.2022.55649","title":"Empathy Assessment Scale","year":2022,"lang":"en","type":"article","venue":"Northern Clinics of Istanbul","topic":"Empathy and Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Psychology; Confirmatory factor analysis; Construct validity; Scale (ratio); Test (biology); Clinical psychology; Concurrent validity; Construct (python library); Reliability (semiconductor); Face validity; Variance (accounting); Internal consistency; Applied psychology; Social psychology; Psychometrics; Structural equation modeling; Statistics","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":[0.001673375,0.0004943826,0.0004413623,0.0009834624,0.0006027648,0.0006516032,0.0006472694,0.000663279,0.01804364],"category_scores_gemma":[0.007590491,0.0001370123,0.0008315634,0.0005942816,0.0002458561,0.0006092614,0.00159338,0.001245555,0.003059479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007214751,"about_ca_system_score_gemma":0.0007841722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005622593,"about_ca_topic_score_gemma":0.001242592,"domain_scores_codex":[0.9976648,0.0006198964,0.0003511907,0.0001831032,0.0009892802,0.0001917089],"domain_scores_gemma":[0.9977326,0.0005243437,0.0006393655,0.0001158426,0.0007830198,0.000204796],"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":[0.001080052,0.001317426,0.3112295,0.001970932,0.000703676,0.0008628482,0.005380924,0.001990365,0.0112363,0.006216611,0.1007246,0.5572867],"study_design_scores_gemma":[0.0002751662,0.001122372,0.8507572,0.0006526337,0.0002610526,0.004496465,0.002167457,0.002343342,0.002632016,0.004494457,0.1306722,0.0001257347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7728046,0.005540621,0.01875983,0.003149559,0.0004967895,0.004985063,0.01106494,0.0004660345,0.1827325],"genre_scores_gemma":[0.9306138,0.002561355,0.02939233,0.0008836517,0.0001187009,0.004448362,0.005597403,0.00005109682,0.02633322],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01804364,"threshold_uncertainty_score":0.06036198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482151461251549,"score_gpt":0.3663108887203644,"score_spread":0.3414893741078489,"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."}}