{"id":"W4385945434","doi":"10.2196/49675","title":"The Impact of Feedback Modalities and the Influence of Cognitive Load on Interpersonal Communication in Nonclinical Settings: Experimental Study Design","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognitive load; Burnout; Cognition; Human multitasking; Emotional exhaustion; Interpersonal communication; Modalities; Psychological intervention; Psychology; Applied psychology; Health care; Rehabilitation; Clinical psychology; Medicine; Social psychology; Psychiatry; Physical therapy; Cognitive psychology","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":[0.00938545,0.001663698,0.001536122,0.001010456,0.00120421,0.001339541,0.001887761,0.001748023,0.005878334],"category_scores_gemma":[0.02141286,0.001015027,0.0008909132,0.0005880817,0.002684998,0.00107411,0.001492688,0.001798638,0.0004371137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009992012,"about_ca_system_score_gemma":0.002545087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006187989,"about_ca_topic_score_gemma":0.0007682234,"domain_scores_codex":[0.9889972,0.006081125,0.001212255,0.001274123,0.001532586,0.0009028219],"domain_scores_gemma":[0.9681522,0.02199801,0.003874069,0.002125673,0.00214102,0.001709061],"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":[0.2403216,0.6259555,0.008911348,0.002358702,0.0004023673,0.0004095179,0.006108167,0.001393208,0.07411807,0.001352674,0.0004980913,0.03817082],"study_design_scores_gemma":[0.03146969,0.9284753,0.01963813,0.00009839983,0.0003639758,0.0000743145,0.0009946602,0.001539051,0.01506883,0.0006506522,0.001560903,0.00006603631],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882726,0.00007190815,0.001243249,0.00005031971,0.00008723961,0.00950731,0.00007086187,0.00001706917,0.0006793602],"genre_scores_gemma":[0.8882332,0.0002738007,0.02223263,0.0003023596,0.0003087427,0.08546866,0.0001741004,0.00002490787,0.002981525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00938545,"threshold_uncertainty_score":0.04963559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0742841534345895,"score_gpt":0.4614060784027237,"score_spread":0.3871219249681342,"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."}}