{"id":"W4214949083","doi":"10.3390/jcm11051386","title":"Revision of Carpal Tunnel Surgery","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Neurolysis; Carpal tunnel syndrome; Retinaculum; Carpal tunnel release; Carpal tunnel; Surgery; Median nerve; Entrapment Neuropathy; Wrist","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009383194,0.0004275061,0.01111716,0.0006124444,0.00003615181,0.000003274582,0.000419812,0.0004640335,0.004758608],"category_scores_gemma":[0.02857291,0.0002506661,0.003904012,0.0007290482,0.0004213601,0.00006599323,0.0001187762,0.002842872,0.00001022638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156434,"about_ca_system_score_gemma":0.001883323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538295,"about_ca_topic_score_gemma":9.593468e-7,"domain_scores_codex":[0.9882236,0.001052509,0.00848375,0.0003253091,0.001622811,0.0002919834],"domain_scores_gemma":[0.982765,0.008749476,0.006838195,0.0006331018,0.0004388168,0.0005753814],"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":[0.0003035381,0.0003192711,0.0004114015,0.0166698,0.0006308823,0.0006088297,0.00002323051,1.793436e-7,2.918115e-7,0.000006937897,0.05637887,0.9246467],"study_design_scores_gemma":[0.001723087,0.002329066,0.0002780307,0.06487545,0.004109695,0.001178171,0.00007383776,0.000001063329,8.415318e-8,0.00001790965,0.9252538,0.0001597968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002349449,0.9927467,0.00001537115,0.001370204,0.003556397,0.0003974034,0.000009951244,0.00001036855,0.001658658],"genre_scores_gemma":[0.0000875662,0.9946992,0.0002172814,0.0007274693,0.00375635,0.000002664442,0.00004907821,0.0000744415,0.0003859219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.924487,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3740347519669435,"score_gpt":0.5414770415540497,"score_spread":0.1674422895871062,"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."}}