{"id":"W2680133100","doi":"10.2196/resprot.7949","title":"A Hybrid Web-Based and In-Person Self-Management Intervention to Prevent Acute to Chronic Pain Transition After Major Lower Extremity Trauma (iPACT-E-Trauma): Protocol for a Pilot Single-Blind Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research; Réseau québécois de recherche sur la douleur","keywords":"Randomized controlled trial; Medicine; Chronic pain; Intervention (counseling); Physical therapy; Self-management; Single blind; Protocol (science); Alternative medicine; Psychiatry; Computer science; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01644719,0.005126359,0.009723424,0.002315446,0.002676878,0.003211495,0.003199293,0.006580392,0.05087695],"category_scores_gemma":[0.01624123,0.002611588,0.004308021,0.002299489,0.002889136,0.003248611,0.001963119,0.005572089,0.008170214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002802771,"about_ca_system_score_gemma":0.01024624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505091,"about_ca_topic_score_gemma":0.003922538,"domain_scores_codex":[0.9905253,0.005162398,0.00098174,0.0009100785,0.00115289,0.001267566],"domain_scores_gemma":[0.9942086,0.001598557,0.001231365,0.0006387767,0.001160256,0.001162431],"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":[0.9147546,0.03820908,0.000556519,0.01252827,0.001376305,0.0001484667,0.0003021603,0.001253556,0.001567269,0.001014676,0.00511083,0.02317832],"study_design_scores_gemma":[0.9637215,0.02973216,0.0007401499,0.0005757624,0.0003598892,0.00001863192,0.00005894223,0.0005953593,0.0002794719,0.0004077803,0.003473681,0.00003658334],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006719391,0.0001998659,0.0008147019,0.0001442829,0.0002228358,0.9905807,0.000739201,0.00009793658,0.0004810477],"genre_scores_gemma":[0.004549451,0.0001357517,0.001530156,0.0001150428,0.00004368419,0.993164,0.0001004629,0.00000473321,0.0003566346],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05087695,"threshold_uncertainty_score":0.1702003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08124331058723475,"score_gpt":0.4693031752733983,"score_spread":0.3880598646861635,"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."}}