{"id":"W4377969159","doi":"10.1016/j.jacr.2023.02.015","title":"ACR Appropriateness Criteria® Management of Vertebral Compression Fractures: 2022 Update","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Appropriate Use Criteria; Appropriateness criteria; Etiology; Multiple myeloma; Guideline; Osteoporosis; Grading (engineering); Radiology; Intensive care 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":[0.00511288,0.001408739,0.003233313,0.008055428,0.0006741269,0.003163934,0.002533294,0.003377696,0.003878324],"category_scores_gemma":[0.02605122,0.0007177695,0.001788412,0.005588669,0.0008646923,0.002356762,0.001292031,0.00358802,0.002647426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061497,"about_ca_system_score_gemma":0.006434251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405244,"about_ca_topic_score_gemma":0.02624233,"domain_scores_codex":[0.9930915,0.0009520016,0.002066781,0.0004751411,0.003175591,0.0002390276],"domain_scores_gemma":[0.9705785,0.007095995,0.004288821,0.0003920509,0.01641821,0.00122634],"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":[0.0001838845,0.0001736808,0.01387278,0.004456343,0.0004367826,0.0005356275,0.0001008744,0.001078031,0.0003822828,0.002103481,0.3119506,0.6647257],"study_design_scores_gemma":[0.0003380201,0.0002471122,0.06641255,0.01985092,0.001181641,0.008540042,0.0003027502,0.002470423,0.0004904805,0.002852994,0.8971072,0.0002059311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00513361,0.9116797,0.007068323,0.03601847,0.008490116,0.0001991354,0.003145716,0.0005841065,0.02768094],"genre_scores_gemma":[0.05756652,0.8499895,0.03247089,0.02192211,0.02043678,0.0005735664,0.01207035,0.0002897485,0.004680565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01405244,"threshold_uncertainty_score":0.02794129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303666076687341,"score_gpt":0.3224748943691187,"score_spread":0.3094382336022453,"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."}}