{"id":"W3212386632","doi":"10.1002/9781119413936.ch156","title":"Carpal Tunnel Syndrome: Operative Management","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Carpal tunnel syndrome; Carpal tunnel release; Thumb; Surgery; Nerve conduction; Sedation; Median nerve; Carpal tunnel","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":[0.0003117255,0.0007066352,0.001038048,0.0004515144,0.0000901821,0.00007389846,0.0003253878,0.0005296923,0.02392017],"category_scores_gemma":[0.000251679,0.0006460214,0.0004516881,0.0007390143,0.0002476116,0.00008797803,0.0001703384,0.0007132565,0.0003516234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672704,"about_ca_system_score_gemma":0.0008645747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003869787,"about_ca_topic_score_gemma":0.0004068104,"domain_scores_codex":[0.9964573,0.0001959206,0.000512947,0.001063663,0.001151826,0.000618347],"domain_scores_gemma":[0.9978836,0.00009683464,0.0002422609,0.001205224,0.0001738313,0.0003982714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001828648,0.0004601919,0.01172155,0.00409241,0.001127879,0.01374403,0.0001047255,0.0000812838,0.00006154421,0.0002450203,0.9547285,0.01345004],"study_design_scores_gemma":[0.002756534,0.0005925248,0.008437363,0.02445208,0.0009495183,0.000195679,0.0003347676,0.000181249,0.00003461143,0.000007753684,0.9610239,0.001033989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004103994,0.09846363,0.002180918,0.007608969,0.00255225,0.004195936,0.0001748992,0.0009701558,0.8797492],"genre_scores_gemma":[0.00600777,0.008378354,0.006866624,0.006989089,0.0006218528,0.000315244,0.0007464975,0.0009049576,0.9691696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09008528,"threshold_uncertainty_score":0.9995991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300779842991952,"score_gpt":0.3293832370482083,"score_spread":0.2863754386182887,"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."}}