{"id":"W4393357987","doi":"10.1080/0142159x.2024.2328324","title":"Empathy in family medicine postgraduate education: A mixed studies systematic review","year":2024,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Empathy and Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Empathy; Medical education; Medicine; Psychology; MEDLINE; Systematic review; Family medicine; Psychiatry","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":[0.0197505,0.001648636,0.009087991,0.01412386,0.001117784,0.003853194,0.002214826,0.002601459,0.00548675],"category_scores_gemma":[0.07779676,0.001244795,0.008024909,0.01518264,0.001202486,0.003731804,0.002431071,0.001482585,0.0003502554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006047172,"about_ca_system_score_gemma":0.01618699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007164841,"about_ca_topic_score_gemma":0.02219897,"domain_scores_codex":[0.9811275,0.008410102,0.006695003,0.001044048,0.002281741,0.0004415585],"domain_scores_gemma":[0.9112756,0.07255643,0.009659875,0.001116285,0.004765972,0.0006258802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00012119,0.00002026147,0.0005627546,0.963797,0.005863518,0.00009946718,0.0003986452,0.00005220146,0.00007391618,0.0001979345,0.0005658035,0.02824724],"study_design_scores_gemma":[0.0001379371,0.0002131527,0.00285228,0.9472842,0.03909822,0.0003195814,0.00068863,0.00006194999,0.0001127262,0.0002936586,0.008910273,0.00002730661],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001214277,0.9973264,0.0002375084,0.0002339725,0.00008700942,0.0004541936,0.000197971,0.000005465821,0.0002432604],"genre_scores_gemma":[0.02497315,0.9707137,0.001461923,0.0006504284,0.0001135009,0.001767555,0.0001981763,0.000006438235,0.0001150655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0197505,"threshold_uncertainty_score":0.1044519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730528803696003,"score_gpt":0.4888765119607223,"score_spread":0.315823631591122,"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."}}