{"id":"W4414614123","doi":"10.51523/2708-6011.2025-22-3-12","title":"Analysis of a single population first recognized as disabled due to hand and wrist injuries","year":2025,"lang":"en","type":"article","venue":"Health and Ecology Issues","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wrist; Population; Rehabilitation; Amputation; Disability pension; Quarter (Canadian coin); Hand injury; Upper limb","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004827589,0.0002357033,0.0005625082,0.002148588,0.0006110339,0.0006347228,0.0003587397,0.0003644743,0.00218145],"category_scores_gemma":[0.002061436,0.0002766259,0.0008230504,0.001151595,0.0002401267,0.0005144677,0.0007302226,0.0003214096,0.0004537106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004592899,"about_ca_system_score_gemma":0.00054006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007708292,"about_ca_topic_score_gemma":0.006636559,"domain_scores_codex":[0.9993569,0.0001166414,0.00006631374,0.0002130987,0.0001250802,0.0001219187],"domain_scores_gemma":[0.9989323,0.0001393133,0.0004254993,0.00007455501,0.0002269033,0.0002014468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005127236,0.00005193897,0.9975075,0.00001414092,0.00004694156,0.0001261415,0.000135029,0.00003663547,0.00009931617,0.00001230876,0.0001172279,0.001801459],"study_design_scores_gemma":[0.000005972812,0.0001783509,0.9975854,0.00001424864,0.00004785252,0.0006985013,0.0008286848,0.0002378181,0.00004812868,0.0000248334,0.0003250005,0.000005249658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988059,0.0001521877,0.0001622205,0.00002615112,0.000006642787,0.00002350475,0.0005582866,0.000002863918,0.0002623289],"genre_scores_gemma":[0.9988632,0.0001226025,0.00009492592,0.00002451106,0.00001328824,0.00002570445,0.0006917259,0.00000176881,0.0001623013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007708292,"threshold_uncertainty_score":0.01532686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068148879861218,"score_gpt":0.3588064077806223,"score_spread":0.3381249189820101,"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."}}