{"id":"W3181636326","doi":"10.1016/j.fsc.2021.03.009","title":"Strategies to Improve Cross-Face Nerve Grafting in Facial Paralysis","year":2021,"lang":"en","type":"review","venue":"Facial Plastic Surgery Clinics of North America","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Facial nerve; Facial paralysis; Palsy; Grafting; Facial muscles; Paralysis; Physical medicine and rehabilitation; Surgery; Anatomy; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007643412,0.0009722754,0.007658441,0.00140264,0.0001551959,0.0001613562,0.0004121344,0.0005628798,0.0002392796],"category_scores_gemma":[0.007235031,0.0008069376,0.003163558,0.00369685,0.0004485502,0.0001853478,0.0003336861,0.001173545,0.0003670718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244567,"about_ca_system_score_gemma":0.003363263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004364925,"about_ca_topic_score_gemma":0.0003227252,"domain_scores_codex":[0.9924126,0.0005234961,0.003396733,0.001353955,0.001166753,0.001146442],"domain_scores_gemma":[0.9880841,0.00882697,0.001198837,0.0008525225,0.0004577486,0.0005798613],"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":[0.0002298348,0.0005819157,0.05184529,0.004530384,0.001199304,0.0006877568,0.0001092374,0.0004510153,8.433009e-7,0.00000182424,0.0002724867,0.9400901],"study_design_scores_gemma":[0.0009052909,0.0006491651,0.01031763,0.008196389,0.002945118,0.00001740055,0.00028064,0.0001466692,0.000003282175,0.000003319816,0.9753019,0.001233159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06491684,0.9298173,0.0001879067,0.00004525628,0.002043808,0.001539687,0.001051542,0.00008689495,0.0003107171],"genre_scores_gemma":[0.008248034,0.9873278,0.0002552284,0.00004005241,0.0005273131,0.0002624033,0.002677466,0.0001170267,0.0005446852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9750295,"threshold_uncertainty_score":0.9994382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07562147869767448,"score_gpt":0.411526211437688,"score_spread":0.3359047327400135,"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."}}