{"id":"W4386530715","doi":"10.1177/08465371231182972","title":"Canadian Association of Radiologists Trauma Diagnostic Imaging Referral Guideline","year":2023,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Health Sciences Centre; University of Toronto; Toronto East General Hospital; St. Michael's Hospital; Queen Elizabeth II Health Sciences Centre; Sunnybrook Health Science Centre; North York General Hospital; Children's Hospital of Eastern Ontario","funders":"Canadian Medical Association","keywords":"Medicine; Guideline; Referral; Grading (engineering); Pelvis; Medical physics; Medical emergency; Radiology; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007437575,0.001078428,0.00127889,0.008641935,0.003019161,0.003090697,0.004445813,0.003984135,0.01750513],"category_scores_gemma":[0.0490463,0.0007736948,0.002201853,0.008380251,0.00110916,0.001688922,0.001871738,0.004360655,0.005452631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03074436,"about_ca_system_score_gemma":0.1396365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.668658,"about_ca_topic_score_gemma":0.8298321,"domain_scores_codex":[0.9880348,0.002127188,0.002498776,0.0006281351,0.005871285,0.0008399207],"domain_scores_gemma":[0.9475044,0.003139343,0.002027999,0.0004636017,0.04468801,0.00217653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003382203,0.00003694774,0.001371162,0.006910022,0.00009638777,0.0002581013,0.0003486603,0.0002569037,0.0002059579,0.00431776,0.8940559,0.09210846],"study_design_scores_gemma":[0.0001359489,0.00003207233,0.005701606,0.03443094,0.0004016,0.0005657834,0.0004197028,0.0002658041,0.0001706494,0.002336206,0.9554616,0.00007807491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003235256,0.3250722,0.01015474,0.271112,0.01330339,0.007417032,0.03699619,0.001026223,0.331683],"genre_scores_gemma":[0.05371389,0.5459772,0.1604507,0.08248383,0.003736392,0.008034337,0.06465394,0.0003577407,0.08059212],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.668658,"threshold_uncertainty_score":0.6665868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573678839600758,"score_gpt":0.2971405351250533,"score_spread":0.2714037467290457,"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."}}