{"id":"W4200051813","doi":"10.1007/978-3-030-78028-9_23","title":"Facial Paralysis","year":2021,"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":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Facial paralysis; Microsurgery; Paralysis; Facial nerve; Medicine; Psychosocial; Physical medicine and rehabilitation; Psychology; Surgery; Psychotherapist","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006657898,0.00028958,0.0007636556,0.0002317072,0.00007060819,0.00003126289,0.00007349697,0.0003960622,0.04344596],"category_scores_gemma":[0.00002817082,0.0002054825,0.0007607734,0.0000547466,0.00009567023,0.00002075669,0.00007763461,0.0003574927,0.003620089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000900774,"about_ca_system_score_gemma":0.0001862025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004555901,"about_ca_topic_score_gemma":0.00007346369,"domain_scores_codex":[0.9984651,0.00001042457,0.0002735943,0.000424611,0.0005845806,0.0002417434],"domain_scores_gemma":[0.9990737,0.00004060052,0.00005299204,0.0004515245,0.0001787022,0.0002024946],"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":[0.0008691594,0.0009218142,0.004600651,0.0007298804,0.02084989,0.01206768,0.0002051308,0.000006708743,0.002086318,0.3071094,0.2253728,0.4251805],"study_design_scores_gemma":[0.0009595529,0.0001797117,0.0001922024,0.0001323024,0.00130672,0.00003608888,0.00001169373,0.00001613727,0.0007070116,0.0008882123,0.9952586,0.0003117621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002729574,0.001514781,0.00001027261,0.001140586,0.00007396589,0.0002418937,0.00001530474,0.00006546443,0.9966648],"genre_scores_gemma":[0.002420592,0.001075932,0.0003628718,0.0002303497,0.0003757439,0.000009695096,0.0005276608,0.00004539531,0.9949518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7698858,"threshold_uncertainty_score":0.9971557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212411613177295,"score_gpt":0.326375188535189,"score_spread":0.2742510724034161,"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."}}