{"id":"W2418995856","doi":"10.9778/cmajo.20150046","title":"Temporal trends in vascular trauma in Ontario, 1991-2009: a population-based study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Demography; Population; Mortality rate; Emergency medicine; Injury prevention; Injury Severity Score; Poison control; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003305499,0.0001200835,0.0002947747,0.0002556562,0.00004179608,0.00003139909,0.000241974,0.00005354087,0.000919495],"category_scores_gemma":[0.00002923002,0.00008404018,0.00008891526,0.0003747054,0.000009995217,0.0001155963,0.00006356565,0.0001185159,0.0000365513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791942,"about_ca_system_score_gemma":0.0001268666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.392639,"about_ca_topic_score_gemma":0.7887006,"domain_scores_codex":[0.9989122,0.00005936143,0.0003223535,0.0003255626,0.0001892266,0.0001912779],"domain_scores_gemma":[0.9993031,0.0000204892,0.00005064604,0.0005127119,0.00002899273,0.00008407542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005755821,0.0008266918,0.9856094,0.000004769634,0.00002672637,0.00001830411,0.0003557588,0.00002082928,0.00003736806,0.0000839542,0.0002893645,0.0126693],"study_design_scores_gemma":[0.005654064,0.0002082864,0.9899283,0.0001073752,0.00003149734,0.000004639501,0.0001161617,0.00005312659,0.000009606738,0.0001595621,0.003604684,0.0001226826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948384,0.00004989923,0.00005386653,0.001333589,0.00002814161,0.0009663679,0.000003357277,0.00002032153,0.002706023],"genre_scores_gemma":[0.997048,5.657716e-7,0.0003817757,0.0002369002,0.00002069954,0.0002793137,0.00009616795,0.00001727697,0.001919319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960616,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04312498144790804,"score_gpt":0.3201037504068038,"score_spread":0.2769787689588957,"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."}}