{"id":"W4362459237","doi":"10.1080/17538068.2023.2193493","title":"Impact of e-learning and role play-based training on psychology students’ communication skills: a feasibility study","year":2023,"lang":"en","type":"article","venue":"Journal of Communications In Healthcare","topic":"Empathy and Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Psychology; Curriculum; Checklist; Communication skills training; Medical education; Adaptation (eye); Population; Communication skills; Applied psychology; Social psychology; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004654394,0.000930195,0.000548907,0.001057238,0.0007462995,0.0004122232,0.0007430936,0.000904917,0.003142261],"category_scores_gemma":[0.004203575,0.0003960021,0.0007879828,0.0002935953,0.00061574,0.0005202719,0.0009699215,0.0007000591,0.0006075823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006983718,"about_ca_system_score_gemma":0.001835744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376857,"about_ca_topic_score_gemma":0.003149808,"domain_scores_codex":[0.9977673,0.001101531,0.0001417423,0.0002457595,0.0002996262,0.000443992],"domain_scores_gemma":[0.9960942,0.001395839,0.0003127005,0.0004040432,0.000572327,0.001220926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03773261,0.5426102,0.09336641,0.0009127665,0.0002348804,0.001709388,0.008608696,0.001915431,0.05076962,0.0002359169,0.0005603738,0.2613438],"study_design_scores_gemma":[0.006416745,0.7030524,0.2765484,0.00005523438,0.0001580747,0.0005004348,0.00261637,0.001464001,0.006787123,0.00008431407,0.002245984,0.00007095245],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976484,0.00001599884,0.0004269396,0.0000240253,0.00000765517,0.001449533,0.00004664895,0.00001264703,0.0003681518],"genre_scores_gemma":[0.987928,0.0000889741,0.005585472,0.00008083033,0.00005320771,0.005171509,0.0001731496,0.000006691934,0.0009121489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004654394,"threshold_uncertainty_score":0.02461505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367474616628471,"score_gpt":0.5400203403610351,"score_spread":0.403272878698188,"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."}}