{"id":"W3033842265","doi":"10.3389/fpsyt.2020.00457","title":"Empathic Accuracy in Clinical Populations","year":2020,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation","keywords":"Empathy; Psychology; Autism; Population; Personal distress; Clinical psychology; Mentalization; Prosocial behavior; Autistic traits; Autism spectrum disorder; Anxiety; Interpersonal communication; Schizophrenia (object-oriented programming); Social skills; Developmental psychology; Social psychology; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01375635,0.0006114813,0.003445709,0.00880186,0.0004757543,0.003415724,0.00119777,0.001628509,0.003276645],"category_scores_gemma":[0.07930892,0.0005674428,0.002596442,0.008547357,0.001054031,0.002580222,0.001586224,0.00093825,0.0003166968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579346,"about_ca_system_score_gemma":0.002808455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772528,"about_ca_topic_score_gemma":0.004331484,"domain_scores_codex":[0.9850327,0.005283236,0.006086034,0.001638914,0.001703352,0.0002557506],"domain_scores_gemma":[0.928336,0.05780473,0.008903019,0.0008928157,0.003787684,0.0002758167],"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":[0.0009540367,0.00009865347,0.04507608,0.4331633,0.009112914,0.001024538,0.004005089,0.0002928164,0.0005550816,0.001945769,0.004676243,0.4990955],"study_design_scores_gemma":[0.0005404594,0.001094018,0.2129895,0.6556458,0.03584482,0.007803388,0.009056018,0.0003538144,0.001174691,0.005749738,0.06953879,0.0002088719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01223756,0.9841806,0.0003376224,0.0006682107,0.0001129966,0.0001487905,0.0005090953,0.000007440352,0.001797709],"genre_scores_gemma":[0.2086595,0.7852529,0.001829423,0.001472381,0.0002813048,0.001128336,0.0009902561,0.00001555905,0.000370256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01375635,"threshold_uncertainty_score":0.0727514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539083301728326,"score_gpt":0.4581776805099953,"score_spread":0.3042693503371627,"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."}}