{"id":"W4401920174","doi":"10.1192/j.eurpsy.2024.388","title":"Psychiatry Pitstop: Enhancing Communication Skills of Medical Students in Mental Health Settings","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oxford Health NHS Foundation Trust; Centro de Investigação em Tecnologias e Serviços de Saúde; Academy of Military Medical Sciences; Universitair Medisch Centrum Utrecht; Università degli Studi di Milano-Bicocca; University of Oxford; King's College London; Centre hospitalier universitaire Sainte-Justine; Imperial College London; Universidade do Porto; National Institute for Health and Care Research","keywords":"Mental health; Psychology; Communication skills; Psychiatry; Medical education; 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":[0.001666957,0.000674187,0.0003169336,0.0004564277,0.0006439672,0.0009862967,0.001072689,0.0006377888,0.01466191],"category_scores_gemma":[0.004547814,0.0002053728,0.0004015532,0.0003044394,0.0004357571,0.0005256259,0.00324454,0.00109082,0.002092965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006221831,"about_ca_system_score_gemma":0.003323322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411552,"about_ca_topic_score_gemma":0.001177968,"domain_scores_codex":[0.999017,0.0003264678,0.00003429296,0.0001198068,0.0002088972,0.0002934734],"domain_scores_gemma":[0.9964253,0.0006866042,0.000323184,0.000100558,0.0002347761,0.002229511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001643256,0.01601144,0.02951462,0.002429573,0.00004314289,0.002057852,0.01593549,0.000987285,0.01946925,0.0007262444,0.04444579,0.8667362],"study_design_scores_gemma":[0.002643529,0.03968028,0.6523327,0.003657144,0.0003373398,0.01014902,0.03889398,0.006201443,0.03278571,0.003991606,0.209077,0.0002502631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743477,0.0005055424,0.005428209,0.003067822,0.000338424,0.001355152,0.0003684724,0.000480578,0.01410825],"genre_scores_gemma":[0.9408984,0.001573901,0.03825108,0.001795381,0.0003623242,0.002358089,0.0006846865,0.00008647294,0.01398965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466191,"threshold_uncertainty_score":0.04904896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007548125351244986,"score_gpt":0.3486785216700318,"score_spread":0.3411303963187868,"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."}}