{"id":"W3124651197","doi":"10.1097/pr9.0000000000000895","title":"Research design considerations for chronic pain prevention clinical trials: IMMPACT recommendations","year":2021,"lang":"en","type":"review","venue":"PAIN Reports","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Queen's University","funders":"","keywords":"Medicine; Chronic pain; Postherpetic neuralgia; Clinical trial; Psychological intervention; Physical therapy; Systematic review; Population; Intensive care medicine; Clinical study design; Neuropathic pain; MEDLINE; Internal medicine; Psychiatry; Anesthesia","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":[0.5556964,0.005060483,0.01550311,0.01027118,0.003460615,0.01389695,0.01636226,0.04851194,0.02003331],"category_scores_gemma":[0.7189456,0.007312536,0.02545763,0.01285548,0.00950199,0.01962825,0.007680823,0.0355589,0.0190406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350817,"about_ca_system_score_gemma":0.04734688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007088846,"about_ca_topic_score_gemma":0.01010044,"domain_scores_codex":[0.3708,0.479926,0.09167148,0.011627,0.04161995,0.004355385],"domain_scores_gemma":[0.157074,0.6888533,0.02731082,0.0308665,0.08892141,0.006973867],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003390149,0.0003884309,0.001143293,0.2048805,0.004706922,0.0005353724,0.001833147,0.002900259,0.0007362149,0.05686919,0.4190239,0.3035926],"study_design_scores_gemma":[0.005440631,0.0006938083,0.001741801,0.3340273,0.007131334,0.0004925546,0.0004696408,0.003442642,0.0007000425,0.08923493,0.5562922,0.0003330732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0007169034,0.2489322,0.0995112,0.5099891,0.06928066,0.04013459,0.005054001,0.002293401,0.02408799],"genre_scores_gemma":[0.01203648,0.09855393,0.487426,0.2598048,0.02227057,0.1086284,0.003004995,0.000800758,0.007474043],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4443036,"threshold_uncertainty_score":0.5479054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6350638152027251,"score_gpt":0.6283130571149431,"score_spread":0.006750758087782027,"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."}}