{"id":"W4417430581","doi":"10.1080/01419870.2025.2603507","title":"Reckoning: creating positive change through radical empathy","year":2025,"lang":"en","type":"article","venue":"Ethnic and Racial Studies","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Empathy; Affect (linguistics); Qualitative research; Behaviour change; Positive psychology","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":[0.007699388,0.0007345501,0.0004768723,0.0008819686,0.008710198,0.0114757,0.001378114,0.004458068,0.007959005],"category_scores_gemma":[0.009241199,0.0002859208,0.0005251259,0.0005381397,0.03608768,0.01388484,0.01134833,0.009493678,0.002123899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192317,"about_ca_system_score_gemma":0.0062306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989635,"about_ca_topic_score_gemma":0.003371369,"domain_scores_codex":[0.9913116,0.00630589,0.0001333159,0.0004655093,0.0008820661,0.0009017204],"domain_scores_gemma":[0.9962167,0.002170237,0.0003460666,0.0004094534,0.0003402081,0.0005172884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006060368,0.00008795912,0.0003128663,0.0003284431,0.0000261472,0.0002922819,0.1186855,0.0003101043,0.0007091906,0.7034255,0.1069466,0.06881474],"study_design_scores_gemma":[0.00003974955,0.00008252549,0.000398013,0.0005172281,0.00001511417,0.0003441702,0.06912148,0.000287252,0.000985603,0.3414357,0.5867296,0.00004349887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03255189,0.02288008,0.03195042,0.2804459,0.00886833,0.0002024618,0.00005539966,0.0005015691,0.6225439],"genre_scores_gemma":[0.7391344,0.01021132,0.0164778,0.06673905,0.001662209,0.0003175515,0.00006390521,0.0004125954,0.1649812],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0114757,"threshold_uncertainty_score":0.04071873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197071851715518,"score_gpt":0.4425513604951843,"score_spread":0.3228441753236326,"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."}}