{"id":"W2774002775","doi":"10.1016/j.jcjo.2017.10.019","title":"Detection of plastic BBs on CT scanning of the orbit","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Medicine; Eyelid; Eye injuries; Plastic surgery; Computed tomography; Orbit (dynamics); Visual acuity; Ophthalmology; Foreign body; Hounsfield scale; Nuclear medicine; Surgery; Poison control; Injury prevention; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004199778,0.001971233,0.0009409676,0.003559849,0.001930444,0.001689879,0.001793368,0.007972993,0.004323179],"category_scores_gemma":[0.005205161,0.001116919,0.002049706,0.001696451,0.002086239,0.002682845,0.001110882,0.006095915,0.001486421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772343,"about_ca_system_score_gemma":0.001575208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008455112,"about_ca_topic_score_gemma":0.004921724,"domain_scores_codex":[0.9992139,0.00005941015,0.0001088659,0.0001239429,0.0001893527,0.0003044721],"domain_scores_gemma":[0.9981495,0.0006545836,0.0003176517,0.0002368847,0.0002331935,0.0004081137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004751501,0.00003046063,0.002623602,0.00003067343,0.000006514087,0.9936584,0.00007933399,0.00008736248,0.001059303,0.0003059463,0.0007295497,0.001341482],"study_design_scores_gemma":[0.00002674585,0.00008570033,0.005081791,0.00007303298,0.00003307734,0.9889339,0.0002066265,0.0009574482,0.001730818,0.0006829261,0.002170466,0.00001740786],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7472913,0.01238507,0.01078353,0.07907619,0.006284826,0.0006010088,0.001177979,0.0005856045,0.1418145],"genre_scores_gemma":[0.9755651,0.0029271,0.002656672,0.007782311,0.005404064,0.00005709837,0.0001641974,0.00004659851,0.005396851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008455112,"threshold_uncertainty_score":0.0201149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033355632102204,"score_gpt":0.2761808312239482,"score_spread":0.2458472749029262,"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."}}