{"id":"W3033940508","doi":"10.1097/j.pain.0000000000001952","title":"Interpretation of chronic pain clinical trial outcomes: IMMPACT recommended considerations","year":2020,"lang":"en","type":"article","venue":"Pain","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Daiichi Sankyo Europe; National Institute of Allergy and Infectious Diseases; U.S. Food and Drug Administration; National Institutes of Health; Astellas Pharma; Voyager Therapeutics; ACADIA Pharmaceuticals; Celgene; PTC Therapeutics; New York State Stem Cell Science; University of Washington; Eli Lilly and Company; Allergan; AstraZeneca; Multiple Sclerosis Society; Novartis Pharmaceuticals Corporation; Administration for Community Living; Depomed; Alnylam Pharmaceuticals; Alexion Pharmaceuticals; National Institute on Aging; aTyr; Amgen; Biogen; Pfizer; Washington State University; GlaxoSmithKline","keywords":"Randomized controlled trial; Medicine; Analgesic; Clinical trial; Chronic pain; Addiction; Physical therapy; Intensive care medicine; Medical physics; Psychiatry; Surgery; Internal medicine","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":[0.8392255,0.006549777,0.01542263,0.02462254,0.00614649,0.04122752,0.01887048,0.03501385,0.008746761],"category_scores_gemma":[0.9543942,0.008238003,0.01500586,0.02754863,0.02902088,0.021731,0.01710732,0.04476711,0.005752929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01306343,"about_ca_system_score_gemma":0.04747397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004923499,"about_ca_topic_score_gemma":0.005272787,"domain_scores_codex":[0.04644876,0.811888,0.09581779,0.008325517,0.03646807,0.001051856],"domain_scores_gemma":[0.02103472,0.8542023,0.02832377,0.04154753,0.05296193,0.001929879],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003228683,0.0004192072,0.007539586,0.08258642,0.009879279,0.001388572,0.01402985,0.007040442,0.0008981425,0.2081029,0.3062071,0.3586799],"study_design_scores_gemma":[0.002524276,0.0008474786,0.003930621,0.1254117,0.004562275,0.00191045,0.0022252,0.02362619,0.001873776,0.5131823,0.3191752,0.0007305939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001569547,0.06137768,0.452147,0.3961672,0.04926781,0.0179743,0.003069963,0.001714928,0.01671146],"genre_scores_gemma":[0.02577799,0.01016176,0.7870015,0.113773,0.0194055,0.04034418,0.0008544592,0.0008793485,0.001802341],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1607745,"threshold_uncertainty_score":0.1982636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5825172514771687,"score_gpt":0.5104653602336494,"score_spread":0.0720518912435193,"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."}}