{"id":"W4392370751","doi":"10.2196/57238","title":"Designing, Developing, and Testing a Chatbot for Parents and Caregivers of Children and Young People With Rheumatological Conditions (the IMPACT Study): Protocol for a Co-Designed Proof-of-Concept Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Medical Research Council; Versus Arthritis","keywords":"Medicine; Chatbot; Intervention (counseling); Protocol (science); Test (biology); Focus group; Health care; Nursing; Family medicine; Alternative medicine; World Wide Web","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":[0.05497361,0.003388944,0.003313703,0.001854465,0.004226748,0.003423005,0.003521368,0.005589053,0.03528177],"category_scores_gemma":[0.06640666,0.002809854,0.002760167,0.001004016,0.004434508,0.00315174,0.003890481,0.005535666,0.007187293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003464991,"about_ca_system_score_gemma":0.01699764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170867,"about_ca_topic_score_gemma":0.003078604,"domain_scores_codex":[0.9768847,0.0149776,0.002158881,0.001684071,0.002469124,0.001825465],"domain_scores_gemma":[0.9577294,0.02240593,0.003482809,0.004152074,0.008847973,0.003381838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09431662,0.13654,0.008103269,0.1488775,0.001042843,0.004701165,0.05812416,0.007676523,0.03344683,0.01604345,0.0543632,0.4367645],"study_design_scores_gemma":[0.19832,0.2197379,0.02657154,0.05097792,0.001887056,0.00135777,0.03558238,0.005129428,0.03541396,0.01409871,0.4099264,0.0009969511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01018503,0.0002095781,0.00707249,0.0002288036,0.0001745932,0.9800499,0.000629887,0.00009447381,0.00135524],"genre_scores_gemma":[0.003163152,0.0001046257,0.008415614,0.0001549979,0.00001494064,0.9877501,0.00006881055,0.000007372919,0.000320322],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05497361,"threshold_uncertainty_score":0.2907317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2731700768858381,"score_gpt":0.5919552104110367,"score_spread":0.3187851335251986,"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."}}