{"id":"W2978677101","doi":"10.1016/j.ejvs.2019.09.008","title":"Adding Insight to Injury!","year":2019,"lang":"en","type":"letter","venue":"European Journal of Vascular and Endovascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.003619124,0.001159292,0.001536467,0.001188074,0.007178442,0.008699505,0.001563942,0.06140699,0.01721633],"category_scores_gemma":[0.03691925,0.0006233052,0.001506576,0.0008804461,0.005516701,0.008418043,0.005127544,0.06595714,0.008759926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003829854,"about_ca_system_score_gemma":0.005866882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003454449,"about_ca_topic_score_gemma":0.006471536,"domain_scores_codex":[0.9959793,0.0011749,0.0003949254,0.0004710681,0.001023341,0.0009564423],"domain_scores_gemma":[0.9896817,0.004045758,0.0007945112,0.0004591843,0.001882262,0.003136643],"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":[0.00003443152,0.0000285493,0.0005689844,0.00007821529,0.00001918806,0.004798701,0.0003152864,0.00003608151,0.00008039906,0.006468828,0.9795915,0.007979793],"study_design_scores_gemma":[0.00007492173,0.00005195044,0.0007942083,0.0008429507,0.00003539591,0.008686163,0.001410698,0.0001559964,0.00007523842,0.0302629,0.9575365,0.00007288298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001718123,0.002039668,0.00006962284,0.9697282,0.02381505,0.000003343145,0.00001061104,0.00001461693,0.004147088],"genre_scores_gemma":[0.003047433,0.001975216,0.0001428931,0.9243679,0.06062466,0.00001138832,0.00001450486,0.00001915306,0.00979693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06140699,"threshold_uncertainty_score":0.05759436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635035319396795,"score_gpt":0.2210717193745737,"score_spread":0.2047213661806058,"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."}}