{"id":"W1994983102","doi":"10.1016/j.wneu.2012.10.051","title":"Endoscopic Carpal Tunnel Release","year":2012,"lang":"en","type":"letter","venue":"World Neurosurgery","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Endoscopic carpal tunnel release; Carpal tunnel release; Carpal tunnel syndrome; Surgery; Endoscopy","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001458756,0.0006525866,0.001048694,0.0006550845,0.00009377908,0.00004844305,0.000221011,0.0005041932,0.002018547],"category_scores_gemma":[0.000264543,0.0006253955,0.0006523089,0.000575643,0.0001663167,0.0001179444,0.0001008152,0.003230963,0.0008126018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258054,"about_ca_system_score_gemma":0.0002225353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008814871,"about_ca_topic_score_gemma":0.00002050376,"domain_scores_codex":[0.9965564,0.0001931494,0.0006351825,0.0007536656,0.0007175148,0.001144114],"domain_scores_gemma":[0.997869,0.0003746525,0.0002588309,0.00111815,0.0000742133,0.0003051167],"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":[0.00004401473,0.00008425254,0.02156441,0.0004344142,0.00006409341,0.003840386,0.00001860915,5.683252e-7,0.0009677825,0.000004845185,0.9720097,0.0009669505],"study_design_scores_gemma":[0.0005596726,0.00004132919,0.02042454,0.0002560955,0.0002214085,0.0001416482,0.000002240218,0.000003771114,0.0002930766,0.0000128924,0.9776565,0.000386768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06012572,0.002963099,0.000002617938,0.9077623,0.007492964,0.0007992223,0.00009990754,0.0005532013,0.02020091],"genre_scores_gemma":[0.05023378,0.0001235684,0.00003821422,0.8477134,0.008338306,0.00009498169,0.0005873696,0.0002589004,0.09261148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07241058,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001137714661492,"score_gpt":0.2604152867313454,"score_spread":0.2304039095847305,"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."}}