{"id":"W3124680734","doi":"10.1097/gox.0000000000003374","title":"Evaluating CNVII Recovery after Reconstruction with Vascularized Nerve Grafts: A Retrospective Case Series","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Medicine; Surgery; Perioperative; Retrospective cohort study; Radial nerve; Microsurgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008390161,0.0004967901,0.001381018,0.0002073338,0.0003999982,0.0003769009,0.0001383094,0.0002240297,0.001741579],"category_scores_gemma":[0.002305589,0.0003918301,0.0005027804,0.001516094,0.0005420626,0.001044028,0.0002992947,0.0004124067,0.0001119795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009421447,"about_ca_system_score_gemma":0.001596814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006301585,"about_ca_topic_score_gemma":0.001264581,"domain_scores_codex":[0.9960374,0.0006236357,0.0007254092,0.001167356,0.0007346776,0.0007115049],"domain_scores_gemma":[0.9966229,0.0008406503,0.0002983996,0.0006026346,0.00124462,0.000390828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.01277087,0.0003589116,0.8698952,0.0001221662,0.003545581,0.03389804,0.00009540121,0.00003972895,0.0004794982,0.0002151548,0.0001603354,0.0784191],"study_design_scores_gemma":[0.01423087,0.003748323,0.3849912,0.003228467,0.004264385,0.5681509,0.005693212,0.0008064897,0.006647893,0.005699354,0.0003167415,0.002222129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910633,0.0005027417,0.0002631372,0.0002509406,0.001029262,0.00103899,0.0002575213,0.00007419317,0.00551994],"genre_scores_gemma":[0.9808176,0.0001061233,0.01728211,0.00006855939,0.0001996333,0.0003676164,0.0001629329,0.00004667952,0.0009487483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5342529,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975643141286204,"score_gpt":0.3315657168830882,"score_spread":0.2918092854702261,"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."}}