{"id":"W4389783943","doi":"10.3389/fneur.2023.1189143","title":"Empathy as a crucial skill in disrupting disparities in global brain health","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Empathy and Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; Canada Research Chairs; University Health Network","funders":"National Institute on Aging; Global Brain Health Institute; Atlantic Fellows Program; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Empathy; Prosocial behavior; Psychology; Health equity; Cognition; Affect (linguistics); Creativity; Ethnic group; Health care; Social psychology; Political science; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.004300764,0.0002734655,0.0003007711,0.0006177509,0.00288562,0.003418035,0.0004922398,0.001762901,0.00344785],"category_scores_gemma":[0.00709573,0.0001496043,0.0004408766,0.0003265232,0.004832535,0.00316316,0.007222753,0.003658581,0.0004478203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671693,"about_ca_system_score_gemma":0.004287058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651879,"about_ca_topic_score_gemma":0.003275091,"domain_scores_codex":[0.9966107,0.002226488,0.0001081142,0.0002149021,0.000315092,0.0005247165],"domain_scores_gemma":[0.9973488,0.001064382,0.0005175808,0.0001226793,0.0002062162,0.0007403961],"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":[0.0001593806,0.000422943,0.04152092,0.001694321,0.0001719045,0.00209079,0.1694806,0.0006127233,0.009238942,0.3017379,0.04975931,0.4231103],"study_design_scores_gemma":[0.00007051042,0.0005666302,0.1108775,0.005761352,0.0002143891,0.007588372,0.1161205,0.001440004,0.005026643,0.2919818,0.4601642,0.0001882498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3578569,0.0509461,0.04019241,0.3196071,0.002871034,0.0002434369,0.0001673832,0.0002522717,0.2278633],"genre_scores_gemma":[0.9502373,0.01437672,0.01363569,0.01501342,0.0003735606,0.00009251741,0.0000467097,0.00003330935,0.006190743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004300764,"threshold_uncertainty_score":0.02274483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332525873050428,"score_gpt":0.3360590604196442,"score_spread":0.3227338016891399,"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."}}