{"id":"W4285014283","doi":"10.2196/39408","title":"Development and Usability Testing of a Chatbot to Promote Mental Health Services Use Among Individuals With Eating Disorders Following Screening","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Chatbot; Usability; Psychological intervention; Motivational interviewing; Psychoeducation; Mental health; Psychology; Applied psychology; Medicine; Medical education; World Wide Web; Nursing; Computer science; Psychiatry; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01346361,0.0008611185,0.0006089777,0.001221058,0.001002275,0.001182407,0.001354991,0.0008707424,0.001540475],"category_scores_gemma":[0.0270833,0.0006188806,0.0008916843,0.0003745579,0.0009797548,0.001094533,0.001346261,0.0006300095,0.0002282663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012095,"about_ca_system_score_gemma":0.002333506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015462,"about_ca_topic_score_gemma":0.003197695,"domain_scores_codex":[0.994135,0.003751423,0.0005841473,0.0004698117,0.0005704221,0.0004892901],"domain_scores_gemma":[0.9794697,0.01594748,0.0006610669,0.00079526,0.002103995,0.001022441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00606843,0.04903762,0.09967426,0.007710411,0.0004111452,0.00177629,0.05501527,0.005594692,0.05303439,0.001192742,0.004724879,0.7157598],"study_design_scores_gemma":[0.008048703,0.2926562,0.4665382,0.003992428,0.002498037,0.00310425,0.04251356,0.06578382,0.08011044,0.00218326,0.03166652,0.0009046815],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807736,0.00006911635,0.009249579,0.0001335152,0.0000450949,0.008312543,0.00009945752,0.0004544528,0.000862475],"genre_scores_gemma":[0.9001896,0.0001989677,0.08622955,0.0002493152,0.00003180121,0.01157755,0.0002943332,0.00007248514,0.00115633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346361,"threshold_uncertainty_score":0.07120317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956831818181353,"score_gpt":0.2995075490169122,"score_spread":0.2699392308350987,"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."}}