{"id":"W3199557265","doi":"10.1097/j.pain.0000000000002475","title":"Benefit–risk assessment and reporting in clinical trials of chronic pain treatments: IMMPACT recommendations","year":2021,"lang":"en","type":"review","venue":"Pain","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration","keywords":"Medicine; Chronic pain; Randomized controlled trial; Clinical trial; Physical therapy; MEDLINE; Risk assessment; Alternative medicine; Systematic review; Intensive care medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5087677,0.005009466,0.01306948,0.01644925,0.003360189,0.01541114,0.02112257,0.04350495,0.01203757],"category_scores_gemma":[0.7472212,0.00612006,0.02872845,0.01517427,0.01270506,0.01866892,0.01272073,0.04164094,0.01610331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275016,"about_ca_system_score_gemma":0.04909447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008407235,"about_ca_topic_score_gemma":0.005787071,"domain_scores_codex":[0.3725722,0.3790265,0.1695601,0.009778214,0.06475685,0.0043061],"domain_scores_gemma":[0.1327987,0.5720626,0.08335862,0.03714939,0.1673188,0.007311957],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001343344,0.0003427457,0.001761905,0.1961359,0.004688788,0.0003404788,0.001908232,0.002536789,0.0005591183,0.03603752,0.4464613,0.3078838],"study_design_scores_gemma":[0.001993747,0.0003787483,0.002243799,0.46355,0.006443598,0.0004559121,0.0005295802,0.003354577,0.001267454,0.05873754,0.4606508,0.0003942196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0008841738,0.2812687,0.1230546,0.4686715,0.07132265,0.02317014,0.007966841,0.002378969,0.02128234],"genre_scores_gemma":[0.01208816,0.1355565,0.5578722,0.2066533,0.02599773,0.05056263,0.005384892,0.001006874,0.00487765],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4912323,"threshold_uncertainty_score":0.605777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.833951371716568,"score_gpt":0.6589228209413441,"score_spread":0.1750285507752238,"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."}}