{"id":"W3135107657","doi":"10.2196/26528","title":"User Engagement and Clinical Impact of the Manage My Pain App in Patients With Chronic Pain: A Real-World, Multi-site Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; York University; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Anxiety; Medicine; Chronic pain; Physical therapy; Mental health; Pain catastrophizing; Depression (economics); mHealth; Psychological intervention; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.004045791,0.001045065,0.001319659,0.0004726867,0.001470022,0.001879934,0.0007774605,0.001768883,0.005756206],"category_scores_gemma":[0.006552288,0.0004773565,0.001737674,0.000659274,0.001236949,0.001288994,0.0009620063,0.002424045,0.0007492398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927476,"about_ca_system_score_gemma":0.003273051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859822,"about_ca_topic_score_gemma":0.01623928,"domain_scores_codex":[0.997497,0.001240612,0.0002076816,0.0003205892,0.0003661251,0.0003678333],"domain_scores_gemma":[0.9952292,0.001384389,0.001208417,0.0002891365,0.000707112,0.001181681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6380213,0.2022657,0.05431943,0.003814085,0.003136192,0.0002449602,0.003867913,0.0006204563,0.002219131,0.0002118743,0.003174845,0.08810412],"study_design_scores_gemma":[0.2783764,0.6202354,0.09210308,0.0004514823,0.001688278,0.0001372818,0.001852368,0.001000173,0.0006203456,0.0002190751,0.003208191,0.000107834],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878269,0.0006333794,0.0002012232,0.000252046,0.00007648474,0.00893118,0.0006045894,0.0000258245,0.001448322],"genre_scores_gemma":[0.9796758,0.0007703295,0.001311211,0.0004270763,0.000169189,0.01603237,0.0004303479,0.000007893546,0.001175827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007859822,"threshold_uncertainty_score":0.0213964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418143191347382,"score_gpt":0.4049013469137441,"score_spread":0.3630870277790059,"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."}}