{"id":"W4310967910","doi":"10.1016/j.semarthrit.2022.152147","title":"Towards healthy populations: A need to strengthen systems for musculoskeletal health","year":2022,"lang":"en","type":"letter","venue":"Seminars in Arthritis and Rheumatism","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Canadian Memorial Chiropractic College; St. Michael's Hospital","funders":"","keywords":"Medicine; Disease burden; Disease; Rheumatoid arthritis; Burden of disease; Population; Environmental health; Gerontology; Physical therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.01484611,0.001309193,0.001899756,0.0009841055,0.0158456,0.0135002,0.003248024,0.1338086,0.0333255],"category_scores_gemma":[0.03735201,0.001395027,0.001959646,0.0008801956,0.0122012,0.01893537,0.01435308,0.09337858,0.01508773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008088215,"about_ca_system_score_gemma":0.03345089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204397,"about_ca_topic_score_gemma":0.02310883,"domain_scores_codex":[0.9816821,0.006021579,0.001613737,0.001506821,0.004926058,0.004249611],"domain_scores_gemma":[0.9590168,0.01095881,0.001972843,0.001047104,0.005328196,0.02167625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003501609,0.0001393809,0.0007541003,0.0001875253,0.00002411305,0.001042897,0.00117346,0.00004121766,0.0004257878,0.01274111,0.9714817,0.01195355],"study_design_scores_gemma":[0.0001478868,0.0001223942,0.001815518,0.0005868848,0.00002605485,0.001174167,0.003491549,0.0001941007,0.0001199124,0.02357849,0.9686622,0.00008086715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001441831,0.0004540219,0.00009092759,0.9910534,0.006360646,0.000009594863,0.000007163476,0.00001070676,0.00186937],"genre_scores_gemma":[0.00156961,0.0004407563,0.0002964057,0.9833676,0.007986993,0.00004461344,0.000009214402,0.00001505396,0.006269945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1338086,"threshold_uncertainty_score":0.1114849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383857011359706,"score_gpt":0.3129895604309321,"score_spread":0.289150990317335,"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."}}