{"id":"W4297628324","doi":"10.24095/hpcdp.31.3.08","title":"Report summary - Life with arthritis in Canada: a personal and public health challenge","year":2011,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Arthritis; Public health; Medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007529779,0.0001244713,0.0003015121,0.00005968188,0.00005599097,0.000007938237,0.00002996508,0.00002105382,0.0001245061],"category_scores_gemma":[0.00006773749,0.0001010191,0.00001659653,0.000110794,0.0001343819,0.00009378157,0.00002653723,0.0001122049,4.998051e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513509,"about_ca_system_score_gemma":0.03908046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999302,"about_ca_topic_score_gemma":0.9999664,"domain_scores_codex":[0.9988824,0.00003119407,0.0002784615,0.0002624981,0.0002277305,0.000317696],"domain_scores_gemma":[0.9992966,0.00002968122,0.00006940699,0.000128893,0.00003036199,0.0004450793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079149,0.0001021535,0.9343886,0.001000917,0.000034516,0.000396365,0.0006394535,4.322168e-7,2.746803e-7,0.0003096786,0.004203856,0.05881584],"study_design_scores_gemma":[0.001144261,0.0004406891,0.985834,0.0003446535,0.000008194767,0.00002519071,0.005473213,0.00009221788,1.693596e-7,0.00005742447,0.006445962,0.0001340465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380301,0.05558319,0.00000125177,0.005190661,0.00008220588,0.0002859021,0.00006230969,0.000005002887,0.0007593511],"genre_scores_gemma":[0.9941484,0.004925294,0.00001797546,0.0007466429,0.00003583505,0.00004041309,0.00004766759,0.0000115888,0.00002622283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05868179,"threshold_uncertainty_score":0.9663671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295157575023769,"score_gpt":0.2251870747839679,"score_spread":0.2122354990337302,"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."}}