{"id":"W3002751842","doi":"10.2196/15806","title":"A Smartphone-Based Health Care Chatbot to Promote Self-Management of Chronic Pain (SELMA): Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Chatbot; Self-management; Medicine; eHealth; Telemedicine; Chronic pain; mHealth; Smartphone application; Physical therapy; Pain management; Health care; Psychology; Nursing; Multimedia; Computer science; Psychological intervention; World Wide Web; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003927421,0.0004747036,0.002592911,0.0002840775,0.0003149566,0.00004332006,0.0003197568,0.0001265453,0.0001631617],"category_scores_gemma":[0.00008466477,0.000412844,0.0004318247,0.0006197508,0.000123677,0.00008557895,0.00009335884,0.0003871757,0.0001197383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848557,"about_ca_system_score_gemma":0.001154804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004380856,"about_ca_topic_score_gemma":0.0001133505,"domain_scores_codex":[0.9922536,0.002291447,0.00267568,0.0009253992,0.0005531679,0.001300699],"domain_scores_gemma":[0.9957389,0.0004561814,0.001198805,0.0005319886,0.0001275231,0.001946658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9120525,0.002365584,0.00001809414,0.01483438,0.0002594074,0.00001149175,0.005975794,0.000004912345,7.111042e-7,0.006708814,0.003930224,0.05383806],"study_design_scores_gemma":[0.9590812,0.03110858,0.0002388231,0.000777274,0.0001609068,0.000002768222,0.0009285569,0.000360659,0.000005829959,0.0001049499,0.006921835,0.0003086162],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7043204,0.02267482,0.005903381,0.1371617,0.006033942,0.1130889,0.0005931645,0.001224637,0.008999029],"genre_scores_gemma":[0.9754015,0.0001354812,0.001695381,0.01513006,0.0004132263,0.006788667,0.0001060982,0.00007600667,0.0002536441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710811,"threshold_uncertainty_score":0.9998323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538182478167584,"score_gpt":0.3978274874992874,"score_spread":0.3524456627176115,"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."}}