{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000277779,0.0001564075,0.0004444138,0.0001195214,0.00006689364,0.000007661742,0.00004024743,0.00007068984,0.00004258974],"category_scores_gemma":[0.006521507,0.00009272768,0.0001266942,0.0001342958,0.0004882269,0.0001564939,0.00002640897,0.00003405097,0.000001258332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001960419,"about_ca_system_score_gemma":0.0001150084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002655973,"about_ca_topic_score_gemma":0.000004343515,"domain_scores_codex":[0.9978451,0.0006301184,0.0007454385,0.0003961826,0.0002078005,0.0001753169],"domain_scores_gemma":[0.9870072,0.01197221,0.0006061109,0.000196034,0.00009903872,0.000119403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003447477,0.0001371459,0.2188438,0.00002672613,0.0000217469,0.00001300762,0.00003960092,9.798483e-7,0.6634874,0.0002011301,0.00001558646,0.1168682],"study_design_scores_gemma":[0.0005610969,0.0002423602,0.08708592,0.00006408904,0.00001859382,0.00005381184,0.00002919642,0.00003232647,0.9114662,0.000208918,0.0001004178,0.0001370119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986243,0.00009919458,0.000226498,0.00003101963,0.0006845698,0.0001469928,0.00006951021,0.00002366287,0.00009421811],"genre_scores_gemma":[0.9997187,0.0001145621,0.00005038988,0.00001185729,0.00004681137,0.00001659743,0.000001881319,0.000009720789,0.00002950614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2479789,"threshold_uncertainty_score":0.7807325,"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."}}