{"id":"W2022866541","doi":"10.1097/01.ta.0000240970.98270.f5","title":"Penetrating Temporal Bone Trauma","year":2009,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Protective Association; Ottawa Hospital","funders":"","keywords":"Otorhinolaryngology; Medicine; Library science; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005056076,0.0001415039,0.0003259004,0.000149515,0.0003341376,0.00005470365,0.00005870031,0.00009456289,0.0001102087],"category_scores_gemma":[0.000205728,0.00008154209,0.0001994929,0.0002032115,0.0001953112,0.000150244,0.00001000753,0.0004518794,0.000005878569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005897722,"about_ca_system_score_gemma":0.00005685739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000921402,"about_ca_topic_score_gemma":0.00004457259,"domain_scores_codex":[0.9986672,0.0001498173,0.0004172125,0.0001044015,0.0004186483,0.0002426634],"domain_scores_gemma":[0.9989876,0.0001308073,0.00006961123,0.0001278588,0.0004636308,0.0002204602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005561062,0.00266791,0.4544118,0.000803357,0.0005989518,0.0005135113,0.01004568,0.00002145647,0.02301215,0.003770584,0.0100662,0.4885273],"study_design_scores_gemma":[0.003643969,0.01512999,0.9540506,0.0003179746,0.001345402,0.002383537,0.003941536,0.00005526754,0.01338663,0.002204759,0.003224762,0.0003155713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904848,0.002737638,0.00009616224,0.003449864,0.0001423835,0.0001246885,0.000003622339,0.00001701553,0.002943784],"genre_scores_gemma":[0.9987007,0.0002532276,0.000147484,0.000238038,0.0005240536,0.000001012284,0.000003973966,0.00000911383,0.0001223408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4996388,"threshold_uncertainty_score":0.332519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954245190984675,"score_gpt":0.3673086935695584,"score_spread":0.3377662416597117,"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."}}