{"id":"W4401361316","doi":"10.1007/978-3-031-57132-9_15","title":"Evolution of Reconstruction in Facial Paralysis","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Facial paralysis; Paralysis; Physical medicine and rehabilitation; Medicine; Computer science; Surgery","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":[0.0005152794,0.000413916,0.0002585753,0.0009862004,0.0004124244,0.001347852,0.0006611096,0.001044057,0.01078355],"category_scores_gemma":[0.0006809702,0.0001683379,0.0002114845,0.0007610462,0.001453256,0.00123693,0.0007847606,0.00167374,0.002115779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416386,"about_ca_system_score_gemma":0.001288489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180514,"about_ca_topic_score_gemma":0.004056518,"domain_scores_codex":[0.99978,0.00008513853,0.00001122453,0.0000274763,0.00007284222,0.00002336902],"domain_scores_gemma":[0.9998459,0.0000916909,0.000009543228,0.000008663788,0.00002781761,0.00001645792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005981882,0.00009961654,0.0004937379,0.0004241549,0.000009569907,0.0006937229,0.00101193,0.001349078,0.001148789,0.4651184,0.08057103,0.4490201],"study_design_scores_gemma":[0.000007200699,0.00007150856,0.001033421,0.0006007731,0.000007735971,0.003147373,0.0003172703,0.0006461606,0.0004666298,0.04789269,0.9457964,0.00001278081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006723809,0.2278411,0.008321008,0.007873912,0.004857527,0.00006669603,0.0001290204,0.00008345731,0.7441035],"genre_scores_gemma":[0.0475289,0.1507715,0.01004793,0.00474136,0.002887037,0.0001244455,0.0002001292,0.0001175765,0.7835812],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01078355,"threshold_uncertainty_score":0.03607458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831329825193734,"score_gpt":0.3023017456848324,"score_spread":0.2739884474328951,"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."}}