{"id":"W2531762412","doi":"10.1097/prs.0000000000003018","title":"Surgical Treatment of Neuromas Improves Patient-Reported Pain, Depression, and Quality of Life","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Visual analogue scale; Neurectomy; Neuroma; Quality of life (healthcare); Depression (economics); Surgery; Physical therapy","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":[0.0001937369,0.0001288717,0.0002141659,0.0001325789,0.00008582721,0.0001498388,0.00009616915,0.0001073628,0.001697604],"category_scores_gemma":[0.001116552,0.00004019495,0.0001767394,0.00007061846,0.00009806386,0.00008994492,0.000132485,0.0001888877,0.0001210783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009708688,"about_ca_system_score_gemma":0.0001029774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090744,"about_ca_topic_score_gemma":0.0004773389,"domain_scores_codex":[0.9998752,0.00003865538,0.00001226662,0.00000923594,0.0000441582,0.00002047591],"domain_scores_gemma":[0.9996256,0.0001263662,0.000127577,0.00001104452,0.00004276435,0.00006660121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003847232,0.002462104,0.5651785,0.0007385759,0.0007116335,0.0004730831,0.0002650822,0.00119422,0.04655617,0.000067653,0.001835997,0.3766698],"study_design_scores_gemma":[0.000144677,0.006349563,0.9882586,0.00004887734,0.00009616312,0.001220632,0.0001113728,0.000503679,0.002452621,0.00004168172,0.0007656807,0.000006530186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996735,0.001978234,0.0002088219,0.0001406655,0.00001474874,0.00001580186,0.00004033238,0.0000129133,0.000853422],"genre_scores_gemma":[0.9989094,0.0006000613,0.0002389428,0.00003777252,0.0000198067,0.000008911514,0.00004620404,0.000001039941,0.0001379451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697604,"threshold_uncertainty_score":0.005679011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04849767703929472,"score_gpt":0.2670950326647657,"score_spread":0.218597355625471,"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."}}