{"id":"W2549132936","doi":"10.1016/j.berh.2016.09.004","title":"Harnessing and supporting consumer involvement in the development and implementation of Models of Care for musculoskeletal health","year":2016,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Rheumatology","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Health care; Psychological intervention; Macro; Systematic review; Consumer demand; Process management; MEDLINE; Nursing; Business; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03143357,0.0002755664,0.002063354,0.0003506354,0.00073702,0.00001100031,0.000313594,0.0004244035,0.00002967644],"category_scores_gemma":[0.002613123,0.000173767,0.0001424243,0.0002457495,0.0004314411,0.0002282003,0.0004497956,0.001366232,0.000009243836],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057485,"about_ca_system_score_gemma":0.00701074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204808,"about_ca_topic_score_gemma":0.003518085,"domain_scores_codex":[0.9812059,0.01084522,0.005506261,0.0006372323,0.0007231881,0.001082195],"domain_scores_gemma":[0.9620319,0.03322551,0.003376922,0.0003951867,0.0006970224,0.0002734444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001090897,0.0002557131,0.005660225,0.1489583,0.00006870844,0.000001325829,0.01002301,1.423674e-8,2.451087e-8,0.003463948,0.0001436401,0.831316],"study_design_scores_gemma":[0.002126293,0.001966115,0.00007277688,0.04664779,0.00009576848,0.000007632271,0.1031386,0.000006637862,3.310181e-7,0.0003836826,0.8453766,0.0001777452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01392077,0.9747913,0.0001631719,0.0008785658,0.0003005462,0.009623659,0.0001516613,0.000006412687,0.0001638971],"genre_scores_gemma":[0.004085605,0.9905472,0.002830093,0.0001759212,0.00002806703,0.001927756,0.0003587038,0.0000334659,0.00001319303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.845233,"threshold_uncertainty_score":0.9986186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6044771648555469,"score_gpt":0.6808042922222405,"score_spread":0.07632712736669356,"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."}}