{"id":"W4416998319","doi":"10.36834/cmej.81813","title":"Heartful Visits: a volunteering program to enhance student interpersonal skills and reduce patient isolation through non-clinical encounters","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; HEC Montréal; Université de Montréal","funders":"","keywords":"Empathy; Feeling; Isolation (microbiology); Interpersonal communication; Social skills; Psychosocial; Interpersonal relationship","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001063152,0.0002963694,0.0001629623,0.0002887944,0.001230045,0.0005713116,0.0008060303,0.0004821509,0.003306917],"category_scores_gemma":[0.002263021,0.0001528749,0.0003499547,0.0001221123,0.0004179052,0.0003493208,0.002015922,0.0009923469,0.0003300772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224874,"about_ca_system_score_gemma":0.003767291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364176,"about_ca_topic_score_gemma":0.005798954,"domain_scores_codex":[0.9994488,0.0002441478,0.00001600746,0.00006086594,0.00007628753,0.0001539693],"domain_scores_gemma":[0.9978021,0.0002249946,0.0001163215,0.0001029232,0.00008222054,0.001671513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001424452,0.03876444,0.03250535,0.0005233495,0.00007330879,0.000935985,0.009499746,0.001399798,0.02298531,0.001346449,0.02512446,0.8654174],"study_design_scores_gemma":[0.007131247,0.09984998,0.5901996,0.001354135,0.0004801665,0.005505143,0.028144,0.01708882,0.0510544,0.007264451,0.1913851,0.0005429942],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760903,0.0001863026,0.01152699,0.002438462,0.0002526201,0.001328256,0.00007374339,0.0006275629,0.007475661],"genre_scores_gemma":[0.9363368,0.0003916415,0.05365414,0.001329385,0.0001322355,0.001246888,0.0001338732,0.00006861245,0.006706464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003306917,"threshold_uncertainty_score":0.01106274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007707815930458656,"score_gpt":0.3929223429638178,"score_spread":0.3852145270333591,"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."}}