{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007552547,0.00008472981,0.0002582776,0.00005642734,0.0001051437,0.000003365049,0.0001204636,0.00004919787,0.001351554],"category_scores_gemma":[0.0001767776,0.00007950458,0.0001383342,0.000181185,0.00007367509,0.00002277691,0.00007166795,0.0004000565,0.00001746929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395218,"about_ca_system_score_gemma":0.000667992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004295182,"about_ca_topic_score_gemma":0.00005937171,"domain_scores_codex":[0.9985978,0.00006440834,0.0004355136,0.0001970328,0.0005477517,0.0001575141],"domain_scores_gemma":[0.9990433,0.000135158,0.0001786942,0.0003581696,0.000134097,0.000150521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008741962,0.007978027,0.6832128,0.000434155,0.0002400856,0.00008979697,0.143224,0.0001352826,0.0007264405,0.001049078,0.007345851,0.1546903],"study_design_scores_gemma":[0.007246623,0.005901272,0.3965937,0.000177364,0.000512028,0.0001228587,0.3440359,0.0009183934,0.0006554003,0.00474347,0.2384958,0.000597215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872425,0.0002305347,0.0001080378,0.001761789,0.0005973515,0.0002285698,0.00003581874,0.00003348649,0.009761884],"genre_scores_gemma":[0.9952897,0.00004093983,0.001122871,0.001083833,0.000146701,0.00003899209,0.00007802847,0.00001875904,0.002180171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2866191,"threshold_uncertainty_score":0.9995614,"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."}}