{"id":"W4403588296","doi":"10.1097/j.pain.0000000000003414","title":"Randomized controlled trials of pain treatment: essential research tools, a framework for clinical care","year":2024,"lang":"en","type":"article","venue":"Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Institute of Musculoskeletal Health and Arthritis; Physicians' Services Incorporated Foundation","keywords":"Randomized controlled trial; Medicine; Physical therapy; Clinical trial; Physical medicine and rehabilitation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.6009854,0.006081097,0.03225892,0.00892253,0.003736751,0.0176119,0.0131504,0.01805513,0.007166018],"category_scores_gemma":[0.7586015,0.003714179,0.01059382,0.006852628,0.01996568,0.01953077,0.008251576,0.01700013,0.001473643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095332,"about_ca_system_score_gemma":0.02593694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635096,"about_ca_topic_score_gemma":0.002320769,"domain_scores_codex":[0.1927292,0.7229265,0.05008258,0.007723325,0.02489406,0.00164429],"domain_scores_gemma":[0.1181525,0.8310963,0.01941655,0.01963706,0.009555218,0.002142479],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02224883,0.001716055,0.004851818,0.1236035,0.02995931,0.0004153689,0.002323748,0.007065317,0.0006808877,0.4878932,0.05123196,0.26801],"study_design_scores_gemma":[0.06267592,0.007161452,0.002588422,0.08801104,0.01926319,0.0003919773,0.001346264,0.01759143,0.0008883584,0.7469654,0.05258587,0.0005306902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003847251,0.384786,0.3705446,0.1759245,0.02310864,0.02973403,0.002547954,0.001005653,0.008501443],"genre_scores_gemma":[0.1198806,0.06719616,0.6374737,0.07624679,0.01538501,0.08120944,0.001190998,0.0002882355,0.001129025],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3990146,"threshold_uncertainty_score":0.4920561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2626405817904428,"score_gpt":0.5327866131075577,"score_spread":0.270146031317115,"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."}}