{"id":"W2921642007","doi":"10.1097/scs.0000000000005186","title":"Transcranial Blade Injuries and Principles of Their Safe Extraction","year":2019,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Orbit (dynamics); Dissection (medical); Skull; Surgery; Craniofacial; Radiological weapon; Soft tissue; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316671,0.0001339565,0.0006974619,0.0002185318,0.00004096244,0.00001764456,0.0000477315,0.0001097591,0.0002763896],"category_scores_gemma":[0.0001125075,0.0000968171,0.0003574283,0.0001136417,0.0001452413,0.000267038,0.000008510817,0.000223518,0.000004598927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002116433,"about_ca_system_score_gemma":0.0001801515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008509079,"about_ca_topic_score_gemma":0.000001710607,"domain_scores_codex":[0.9985746,0.00004698909,0.0007767779,0.00009003007,0.0003606003,0.0001510605],"domain_scores_gemma":[0.9989313,0.000227626,0.00043615,0.0001152316,0.0001784055,0.00011123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004233304,0.0004646542,0.8243346,0.0008836213,0.0005831432,0.00006341985,0.003702753,0.00001192034,0.1300053,0.003008218,0.0002749196,0.03243413],"study_design_scores_gemma":[0.001408175,0.0005338443,0.9613823,0.0004762129,0.0002406153,0.0004846769,0.0009723241,0.00002291071,0.02049159,0.0009478092,0.01286685,0.0001726614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957048,0.0003483148,0.0003191254,0.0003408981,0.0005159845,0.0001390824,0.00001335717,0.000009312471,0.002609155],"genre_scores_gemma":[0.9988308,0.0003355163,0.000342297,0.00005683216,0.0002903723,6.593505e-7,0.000002219541,0.00001562831,0.0001256527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1370478,"threshold_uncertainty_score":0.3948087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111273269329378,"score_gpt":0.2644896854496868,"score_spread":0.243376952756393,"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."}}