{"id":"W6958247737","doi":"10.60692/9rh7v-79s96","title":"Utilization of Self-Diagnosis Health Chatbots in Real-World Settings: Case Study","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chatbot; Set (abstract data type); Variety (cybernetics); Population; Health care; The Internet","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":[0.006143278,0.0005323681,0.000532857,0.002264969,0.003881465,0.001721915,0.001539714,0.002193762,0.001725005],"category_scores_gemma":[0.01887829,0.0005274629,0.0004823816,0.001526895,0.002555957,0.001888238,0.002452928,0.001385867,0.000339531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064522,"about_ca_system_score_gemma":0.001943461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007570854,"about_ca_topic_score_gemma":0.01587733,"domain_scores_codex":[0.9925107,0.005293531,0.0003867574,0.000527694,0.000564606,0.0007167425],"domain_scores_gemma":[0.9744285,0.0181672,0.002690316,0.001207291,0.001561326,0.001945484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.000705912,0.00643543,0.3775387,0.002177631,0.0001470962,0.04703965,0.4720329,0.001444995,0.004741773,0.002849616,0.004197825,0.08068845],"study_design_scores_gemma":[0.0002451374,0.004520237,0.323037,0.001388969,0.0002383601,0.03108683,0.5894476,0.01553901,0.007434704,0.001838697,0.02489574,0.0003277858],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976956,0.0001597771,0.0008200556,0.0001881828,0.000006065932,0.0002352954,0.00007270228,0.00001883768,0.0008035075],"genre_scores_gemma":[0.9969881,0.0002274302,0.001850488,0.0001820077,0.00001357286,0.0002683023,0.00006480079,0.00001088397,0.000394423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007570854,"threshold_uncertainty_score":0.03248912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054251733271087,"score_gpt":0.3736192937444414,"score_spread":0.2681941204173328,"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."}}