{"id":"W2139159789","doi":"10.1148/rg.314095177","title":"Role of Imaging in Penetrating and Blunt Traumatic Injury to the Heart","year":2011,"lang":"en","type":"review","venue":"Radiographics","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Penetrating trauma; Blunt; Radiology; Modalities; Cardiac imaging; Blunt trauma; Computed tomography; Multidetector computed tomography","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":[0.0007040516,0.001047093,0.001679543,0.006526106,0.0003776531,0.001247614,0.001082001,0.001646383,0.001895303],"category_scores_gemma":[0.002275934,0.0003789514,0.0005612895,0.005037585,0.001218276,0.002094207,0.0007791541,0.001830083,0.00159634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025368,"about_ca_system_score_gemma":0.001268456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882605,"about_ca_topic_score_gemma":0.002155422,"domain_scores_codex":[0.999481,0.0001143887,0.0001064844,0.00006179106,0.000203968,0.00003233601],"domain_scores_gemma":[0.9989067,0.0005464257,0.0002084373,0.0000301779,0.0002516633,0.00005671074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004480497,0.00005901535,0.001285582,0.01659743,0.00009315156,0.00202678,0.0001958651,0.0003806965,0.001112988,0.001930497,0.03193964,0.9443335],"study_design_scores_gemma":[0.00002268838,0.0001421095,0.008404514,0.02068303,0.0002590957,0.05391943,0.0005200544,0.0002213896,0.0009354816,0.003347933,0.9114792,0.00006498318],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001141856,0.9987556,0.000075738,0.0001984465,0.0001551468,0.000002400182,0.000004566227,0.00000438008,0.0006895777],"genre_scores_gemma":[0.001063542,0.9980585,0.0001985745,0.0001462823,0.0002842127,0.000002941791,0.00001074147,0.000001342218,0.0002337313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006526106,"threshold_uncertainty_score":0.006340444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315283549496469,"score_gpt":0.3251865944139715,"score_spread":0.2820337589190068,"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."}}