{"id":"W4284664180","doi":"10.1097/corr.0000000000002312","title":"CORR Synthesis: What Triage Recommendations Are Available for Emergent or Urgent Musculoskeletal Conditions?","year":2022,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Triage; Sports medicine; Medical emergency; MEDLINE; Intensive care medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01942386,0.001890185,0.005925171,0.01080584,0.001123203,0.006410551,0.003064763,0.00640454,0.1014071],"category_scores_gemma":[0.2238329,0.001279715,0.007407911,0.007828679,0.001176375,0.005592173,0.003378259,0.006425618,0.01734545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00939271,"about_ca_system_score_gemma":0.02364905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01939372,"about_ca_topic_score_gemma":0.02544107,"domain_scores_codex":[0.9746952,0.01231725,0.005420987,0.002141766,0.004191804,0.00123302],"domain_scores_gemma":[0.8821583,0.06658307,0.01237253,0.002299189,0.03383807,0.002748766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001488682,0.00008471711,0.001971548,0.4598112,0.004500153,0.0001214141,0.001503306,0.0004086756,0.0001227141,0.004196332,0.4320899,0.09370131],"study_design_scores_gemma":[0.001922679,0.0002339883,0.007891252,0.630599,0.009213275,0.0001040555,0.003196434,0.0004473951,0.0002047146,0.006149618,0.3398449,0.000192683],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005005026,0.3250089,0.007164069,0.3580689,0.06826886,0.01711852,0.183606,0.001303048,0.03445663],"genre_scores_gemma":[0.114024,0.3617529,0.02739775,0.314767,0.03593353,0.07240608,0.04808956,0.001362235,0.02426701],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1014071,"threshold_uncertainty_score":0.3392405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1945212588495144,"score_gpt":0.4788522031267397,"score_spread":0.2843309442772253,"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."}}