{"id":"W2025021073","doi":"10.1197/j.jht.2008.06.008","title":"Static Progressive versus Three-point Elbow Extension Splinting: A Mathematical Analysis","year":2008,"lang":"en","type":"article","venue":"Journal of Hand Therapy","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; St Joseph's Health Care","funders":"","keywords":"Elbow; Splint (medicine); Splints; Medicine; Orthodontics; Computer science; Surgery","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":[0.0002387293,0.0001489957,0.0005715424,0.0002415621,0.0001136371,0.00002052151,0.00006369529,0.00005832462,0.0005326948],"category_scores_gemma":[0.00004559131,0.00008568366,0.0004407422,0.0002776269,0.000120842,0.00007751658,0.000008825216,0.0001990549,0.00001800135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005727106,"about_ca_system_score_gemma":0.00009942346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003262539,"about_ca_topic_score_gemma":0.000001770568,"domain_scores_codex":[0.9987513,0.00002925749,0.0004596534,0.0001240019,0.0004438408,0.0001919318],"domain_scores_gemma":[0.9988993,0.0001133915,0.0003269738,0.0002009656,0.0002799373,0.0001793932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1051051,0.02902258,0.1956317,0.000515194,0.09449726,0.06151067,0.03456178,0.0005410408,0.03224604,0.005096988,0.00555602,0.4357157],"study_design_scores_gemma":[0.1366339,0.05623151,0.6629339,0.002006663,0.01709303,0.02409679,0.002667548,0.01009451,0.05634093,0.02432493,0.006117151,0.0014591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930147,0.002021444,0.003202074,0.0008596889,0.00009522765,0.0002008945,0.000001297033,0.00001127181,0.0005934301],"genre_scores_gemma":[0.9916954,0.0006782179,0.007149369,0.0001233815,0.0001709493,0.000004255569,0.000003514295,0.00001662252,0.0001582579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4673023,"threshold_uncertainty_score":0.5832635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07239941853906019,"score_gpt":0.3281649727902384,"score_spread":0.2557655542511783,"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."}}