{"id":"W2050899156","doi":"10.1002/acr.20064","title":"Health care utilization for musculoskeletal disorders","year":2010,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Ambulatory; Ambulatory care; Emergency department; Population; Health care; Emergency medicine; Orthopedic surgery; Family medicine; Medical emergency; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003512629,0.0002466191,0.0003256357,0.001903163,0.0004047872,0.0005367221,0.0005468071,0.0002175791,0.005972115],"category_scores_gemma":[0.001813776,0.0001239148,0.0004593677,0.002920749,0.0001529448,0.0002294067,0.0004524222,0.0004070775,0.0006796392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003894268,"about_ca_system_score_gemma":0.004634768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4400794,"about_ca_topic_score_gemma":0.4991618,"domain_scores_codex":[0.9989606,0.00008428495,0.0001264274,0.0001041798,0.0005077824,0.0002166185],"domain_scores_gemma":[0.9985033,0.00006485646,0.0006738871,0.00003088158,0.0004628701,0.0002642359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005506982,0.00006165723,0.962009,0.0005478312,0.0002243621,0.00008700148,0.0001811939,0.0001908179,0.0001556739,0.0001490395,0.02127876,0.01505966],"study_design_scores_gemma":[0.000009419427,0.00001902372,0.9946874,0.00008496432,0.00002108157,0.00007437504,0.00004189401,0.00008214662,0.00001847149,0.00001302787,0.00494517,0.000003027115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970184,0.01014325,0.0006450156,0.002100277,0.0001827355,0.0006547631,0.3360491,0.0002570509,0.05294936],"genre_scores_gemma":[0.8975188,0.00451867,0.0009263812,0.0005564487,0.0001438332,0.0004032775,0.08910123,0.00001936641,0.006811981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400794,"threshold_uncertainty_score":0.8750356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838716610037095,"score_gpt":0.4145631543123929,"score_spread":0.3861759882120219,"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."}}