{"id":"W4414861004","doi":"10.1093/bjro/tzaf025","title":"The role of musculoskeletal radiologists in emergency and trauma settings: current and emerging imaging modalities","year":2024,"lang":"en","type":"review","venue":"BJR|Open","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Magnetic resonance imaging; Soft tissue; Medical imaging; Modalities; Occult; Imaging technology; Radiography","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":[0.007897781,0.001187978,0.001175782,0.005189361,0.001904185,0.005850793,0.001977542,0.005707401,0.009746472],"category_scores_gemma":[0.02592935,0.0007207326,0.0007101524,0.002745301,0.003879828,0.009011414,0.005214585,0.006314445,0.003826088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290782,"about_ca_system_score_gemma":0.006255515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478814,"about_ca_topic_score_gemma":0.00597557,"domain_scores_codex":[0.9942304,0.002073161,0.0007518329,0.0007970269,0.001620535,0.0005270976],"domain_scores_gemma":[0.9634023,0.01597556,0.003763655,0.001070331,0.00897948,0.006808689],"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":[0.0001309032,0.0001305387,0.01354601,0.004044686,0.00005792701,0.002837328,0.002592971,0.0003711147,0.001490745,0.008905891,0.1307494,0.8351424],"study_design_scores_gemma":[0.00006225886,0.0002136956,0.02195081,0.02127821,0.0001499741,0.03603761,0.01051433,0.001162548,0.0007358158,0.03151874,0.8760656,0.0003104432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006420839,0.790207,0.006431503,0.1705671,0.007654801,0.00005538858,0.0001698684,0.0004697868,0.01802365],"genre_scores_gemma":[0.07566157,0.8217683,0.02008173,0.0426035,0.03353999,0.0001411001,0.0003438767,0.00019591,0.005663988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009746472,"threshold_uncertainty_score":0.04176795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255629685669688,"score_gpt":0.4406707589280064,"score_spread":0.3881144620713095,"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."}}