{"id":"W12741430","doi":"","title":"Use of abdominal computed tomography in blunt trauma: do we scan too much?","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Abdomen; Blunt; Glasgow Coma Scale; Abdominal trauma; Injury Severity Score; Computed tomography; Retrospective cohort study; Radiology; Blunt trauma; Cohort; Trauma center; Nuclear medicine; Surgery; Poison control; Injury prevention; Emergency medicine; 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":[0.004619702,0.0003127938,0.0005673265,0.0009474385,0.0003658299,0.00131037,0.001091124,0.001873987,0.001353432],"category_scores_gemma":[0.06653897,0.0004089078,0.0004130683,0.001525978,0.001019847,0.002402015,0.0004528312,0.001084845,0.0006298585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459902,"about_ca_system_score_gemma":0.001059523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892921,"about_ca_topic_score_gemma":0.003458846,"domain_scores_codex":[0.9968563,0.001192928,0.0004642773,0.0002438791,0.001017278,0.0002252843],"domain_scores_gemma":[0.9713878,0.01397849,0.009262308,0.00121198,0.003110862,0.00104867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007715743,0.0000242336,0.9857282,0.00005700301,0.00003245976,0.0002241636,0.0001237878,0.00007041309,0.00005651347,0.00003047589,0.0005132448,0.01306239],"study_design_scores_gemma":[0.00003540632,0.0004326474,0.9840093,0.000845131,0.0002161716,0.00696943,0.001727452,0.002296431,0.0002769546,0.0005767978,0.002580857,0.00003349407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762498,0.01160775,0.0006742418,0.008577935,0.000279588,0.00003214501,0.0002517376,0.00001606646,0.002310729],"genre_scores_gemma":[0.9946632,0.003575747,0.0003175842,0.0007880937,0.0003934483,0.000009354314,0.0001233396,0.000007109779,0.0001219801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004619702,"threshold_uncertainty_score":0.02443159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762048375096615,"score_gpt":0.2455603894423628,"score_spread":0.2079399056913966,"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."}}