{"id":"W4407767126","doi":"10.1186/s13018-025-05569-7","title":"Comparative analysis between Reverdin-Isham Osteotomy (RIO) and minimally invasive intramedullary nail device (MIIND) in association with AKIN osteotomy for Hallux valgus correction","year":2025,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Università degli Studi di Padova","keywords":"Medicine; Valgus; Intramedullary rod; Orthopedic surgery; Osteotomy; Surgery; Radiography; First metatarsal; Proximal phalanx; Nuclear medicine; Orthodontics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006795048,0.0001752449,0.0003872115,0.0004443611,0.0001779344,0.00021318,0.0002363944,0.0002445063,0.001127649],"category_scores_gemma":[0.001865189,0.0001257123,0.0005304228,0.0003467336,0.000261616,0.0002154924,0.0002490931,0.0002067579,0.0001119655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873871,"about_ca_system_score_gemma":0.0002235932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002125271,"about_ca_topic_score_gemma":0.0006618693,"domain_scores_codex":[0.9994709,0.0001257981,0.00009041787,0.0001190224,0.0001357222,0.00005814691],"domain_scores_gemma":[0.9983345,0.0004768959,0.0008283501,0.00009232502,0.00008151276,0.0001865031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008122892,0.0004653944,0.9634379,0.0001315169,0.0002945014,0.0006742741,0.0001253224,0.0001384675,0.002399236,0.0000472889,0.00006812246,0.02409517],"study_design_scores_gemma":[0.0002678902,0.009255786,0.986176,0.00002179092,0.0002381531,0.002688817,0.0002563325,0.0003539276,0.0004254766,0.00003537407,0.0002692828,0.00001111974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995734,0.0002572723,0.00006789288,0.000004115561,0.000004057029,0.000007273523,0.000009393215,7.867536e-7,0.00007574727],"genre_scores_gemma":[0.9996765,0.00009471933,0.0001189162,0.000006115209,0.00001207816,0.000008997988,0.00004052523,5.822674e-7,0.00004155797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001127649,"threshold_uncertainty_score":0.003772378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402821196713291,"score_gpt":0.3615607528147695,"score_spread":0.3075325408476366,"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."}}