{"id":"W4401823600","doi":"10.3233/shti240522","title":"A Qualitative Study with Informal Caregivers and Healthcare Professionals for Individuals with Head and Neck Cancer on the Usage of AI Chatbots","year":2024,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"AI in Service Interactions","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Vetenskapsrådet; Cancerfonden; European Commission","keywords":"Chatbot; Distrust; Viewpoints; Focus group; Health professionals; Health care; Qualitative research; Medicine; Psychology; Nursing; World Wide Web; Psychotherapist; Computer science","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":[0.01077416,0.0007795336,0.0007981205,0.001543739,0.01006182,0.002802031,0.001193316,0.001455352,0.003113296],"category_scores_gemma":[0.01702709,0.000527256,0.0003735192,0.001165062,0.007604512,0.002730746,0.004534887,0.001955892,0.00032807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004633336,"about_ca_system_score_gemma":0.004623005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244256,"about_ca_topic_score_gemma":0.0130002,"domain_scores_codex":[0.9913616,0.006293276,0.0003116541,0.0004459758,0.0005150932,0.001072385],"domain_scores_gemma":[0.9728127,0.021489,0.001407071,0.0004041998,0.001933144,0.001953933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003334077,0.00003524155,0.002368171,0.0001665189,0.000002665951,0.0009137451,0.9922215,0.0000175884,0.0005618726,0.0003637861,0.0003148126,0.003000627],"study_design_scores_gemma":[0.000003166894,0.00004704242,0.0009684174,0.0001412375,0.000002841909,0.0002166173,0.9941992,0.00002843786,0.0001684681,0.00008143091,0.004137109,0.000006134286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904699,0.00102815,0.00207001,0.001408203,0.00008689566,0.000352005,0.0001381583,0.00001835817,0.004428259],"genre_scores_gemma":[0.9940621,0.0009242338,0.00103883,0.001005967,0.00003028631,0.0004007541,0.00005734777,0.00001781371,0.002462625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077416,"threshold_uncertainty_score":0.05697989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111757130069247,"score_gpt":0.4549491083505084,"score_spread":0.3938315370498159,"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."}}