{"id":"W2051800798","doi":"10.1097/00001665-200309000-00013","title":"A New Classification System for Facial Paralysis in the Clinical Setting","year":2003,"lang":"en","type":"review","venue":"Journal of Craniofacial Surgery","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Classification scheme; Categorization; Presentation (obstetrics); Etiology; Facial paralysis; Paralysis; Physical medicine and rehabilitation; Artificial intelligence; Intensive care medicine; Machine learning; Pathology; Surgery; Computer science","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":[0.00774374,0.0004050624,0.004164664,0.0008487433,0.0001513488,0.0001029866,0.0003029993,0.0006193614,0.00004260129],"category_scores_gemma":[0.001452258,0.000222554,0.005052088,0.00104059,0.00007619557,0.0001170771,0.00001759992,0.001038034,0.00003852298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426935,"about_ca_system_score_gemma":0.002709919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002012952,"about_ca_topic_score_gemma":0.000006797526,"domain_scores_codex":[0.9934034,0.001445495,0.00340003,0.0003252948,0.0009638962,0.0004619358],"domain_scores_gemma":[0.9941241,0.002963468,0.001956774,0.0003529356,0.0003306898,0.0002720568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002025466,0.0002393026,0.00426588,0.004344297,0.000823129,0.0001666922,0.00006419465,4.313663e-7,5.981573e-7,0.00006209633,0.009032351,0.9807985],"study_design_scores_gemma":[0.0009565298,0.000155148,0.001133024,0.006169715,0.003962423,0.0003516776,0.0002180359,0.000005238053,3.673048e-7,0.00001461949,0.9868257,0.0002075114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004747262,0.9944894,0.0004449665,0.0005512614,0.001625945,0.001664442,0.00002646977,0.00001466119,0.0007080938],"genre_scores_gemma":[0.0009230117,0.9952826,0.0004541246,0.00005825604,0.002651526,0.00005917223,0.00007034384,0.00004930081,0.0004516356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.980591,"threshold_uncertainty_score":0.9075487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.272375978213947,"score_gpt":0.4806962640997275,"score_spread":0.2083202858857804,"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."}}