{"id":"W4394935059","doi":"10.1016/j.joca.2024.02.205","title":"MODERATORS OF MECHANICAL DEVICE EFFICACY IN KNEE OSTEOARTHRITIS: AN OA TRIAL BANK INDIVIDUAL PARTICIPANT DATA ANALYSIS","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Osteoarthritis; Subgroup analysis; Meta-analysis; Medicine; Randomized controlled trial; Physical therapy; Physical medicine and rehabilitation; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.04701653,0.001871943,0.004236415,0.000845919,0.001447666,0.001845312,0.001897991,0.002762649,0.01053301],"category_scores_gemma":[0.09676252,0.00113222,0.0117407,0.001333433,0.001296378,0.002164743,0.003219259,0.003258946,0.0006293449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617595,"about_ca_system_score_gemma":0.001832533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070911,"about_ca_topic_score_gemma":0.003225224,"domain_scores_codex":[0.9006696,0.08342221,0.005258305,0.005466665,0.002659369,0.002523694],"domain_scores_gemma":[0.8922093,0.08484456,0.009757894,0.009432715,0.002472548,0.001283017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.4464132,0.002651469,0.2798915,0.007419663,0.2239963,0.0005909046,0.002430303,0.002113834,0.003146779,0.001782346,0.004998994,0.0245648],"study_design_scores_gemma":[0.1065703,0.05908347,0.4826562,0.001224432,0.3181031,0.0008622457,0.001476583,0.008835331,0.003772974,0.006149867,0.01082936,0.0004361508],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683981,0.006983005,0.01161501,0.0006383358,0.000685428,0.003486076,0.005728694,0.0001214615,0.002343971],"genre_scores_gemma":[0.9842542,0.0003768946,0.005279226,0.0003114578,0.0001650203,0.006927748,0.001193907,0.00006258411,0.001428942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04701653,"threshold_uncertainty_score":0.2486501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05727321083254914,"score_gpt":0.315334088966352,"score_spread":0.2580608781338028,"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."}}