{"id":"W3163876695","doi":"10.2196/25969","title":"mHealth Interventions to Support Prescription Opioid Tapering in Patients With Chronic Pain: Qualitative Study of Patients’ Perspectives","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medical prescription; Tapering; Psychological intervention; Medicine; Chronic pain; Opioid; Nursing; Physical therapy; Internal medicine","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":[0.01190083,0.0005447099,0.0008371701,0.001064697,0.006823509,0.003281963,0.001582423,0.001796618,0.00259594],"category_scores_gemma":[0.01689265,0.0007028728,0.0006768407,0.001367607,0.005673197,0.003502475,0.004756683,0.003265814,0.0002622648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004331533,"about_ca_system_score_gemma":0.004537602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007797584,"about_ca_topic_score_gemma":0.01498611,"domain_scores_codex":[0.9888371,0.008959907,0.0003356072,0.0003123026,0.000501339,0.001053707],"domain_scores_gemma":[0.9798538,0.01587179,0.001405543,0.0002879566,0.001144825,0.00143608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005802895,0.00006937741,0.003212506,0.0002042385,0.000008928541,0.0005240092,0.9907718,0.00002873701,0.0005571031,0.0003690587,0.0004486472,0.00374756],"study_design_scores_gemma":[0.00001045481,0.0000780296,0.001526943,0.000160702,0.000006207084,0.0001858042,0.9943876,0.00005497927,0.0001458843,0.00009600495,0.003335911,0.0000114805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906912,0.00133314,0.00118451,0.003548696,0.00008016367,0.0002624738,0.000185781,0.00001283377,0.002701023],"genre_scores_gemma":[0.9952186,0.00125247,0.0007092381,0.001454715,0.00003040129,0.0003060365,0.00006606383,0.00001445309,0.0009480984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190083,"threshold_uncertainty_score":0.06293833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06703269548893821,"score_gpt":0.455662900597175,"score_spread":0.3886302051082368,"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."}}