{"id":"W46952094","doi":"10.4172/plastic-surgery.1000321","title":"Variations in incisions and postoperative management in carpal tunnel surgery","year":2002,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Carpal tunnel release; Medicine; Surgery; Carpal tunnel syndrome; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002827041,0.0001433345,0.0003759538,0.0006090786,0.00004188116,0.00001641996,0.00002947451,0.00006484242,0.000459575],"category_scores_gemma":[0.002445747,0.0001374874,0.00006627636,0.0005805561,0.00005015204,0.0001051161,0.0000400383,0.0001597137,0.00004386166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009747476,"about_ca_system_score_gemma":0.0000370774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029539,"about_ca_topic_score_gemma":0.0003617173,"domain_scores_codex":[0.9987806,0.00007891668,0.000384265,0.000270208,0.0001915972,0.0002944141],"domain_scores_gemma":[0.9937439,0.005924459,0.00004161146,0.0001542758,0.00003127053,0.0001044968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085617,0.0005396075,0.9776219,0.00006985213,0.00006560226,0.0008981923,0.0009374972,0.0001682409,0.0001688841,0.0002371845,0.008191958,0.01099258],"study_design_scores_gemma":[0.0005579359,0.00001433881,0.9922844,0.0002009857,0.00002274263,0.00002737032,0.0003626035,0.005579291,0.000006433908,0.0000383213,0.0007524239,0.000153121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964272,0.0004313361,0.00008883495,0.0009888792,0.0005505694,0.00016381,0.00001004222,0.00002941942,0.001309913],"genre_scores_gemma":[0.9989237,0.0003715868,0.0001412407,0.0002747317,0.00002609058,0.00006073105,0.00002639861,0.00001681617,0.0001587026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466259,"threshold_uncertainty_score":0.5606572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700446934809416,"score_gpt":0.2537306508726346,"score_spread":0.2167261815245405,"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."}}