{"id":"W4413332491","doi":"10.1016/j.eats.2025.103820","title":"Arthroscopic Graft Reconstruction for Nonrepairable Scapholunate Ligament Injuries","year":2025,"lang":"en","type":"article","venue":"Arthroscopy Techniques","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"","keywords":"Medicine; Scapholunate ligament; Surgery; Ligament","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":[0.0005174502,0.0001798575,0.0003650803,0.0003019421,0.0002140705,0.00003335512,0.00004885829,0.0001660679,0.00006943369],"category_scores_gemma":[0.0002361398,0.0001608085,0.000186938,0.0003162948,0.0002475862,0.000206498,0.00002980316,0.0001415444,0.000009108289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009107645,"about_ca_system_score_gemma":0.0001758392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002086414,"about_ca_topic_score_gemma":0.00001191529,"domain_scores_codex":[0.9987375,0.00004286417,0.0004469983,0.0003661108,0.0001402069,0.0002663422],"domain_scores_gemma":[0.999131,0.0001555553,0.0001022825,0.0003451656,0.0001981515,0.00006780567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009515142,0.0005936865,0.1044665,0.001127624,0.000231345,0.000004550137,0.0004137109,0.000001112531,0.2215117,0.00583242,0.01422476,0.650641],"study_design_scores_gemma":[0.0006071121,0.001025291,0.005687967,0.001569695,0.0001122844,0.0000129775,0.0002014249,0.00006906469,0.881146,0.009159465,0.1002194,0.0001893544],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959874,0.001252935,0.01678296,0.003515824,0.001216746,0.002530275,0.0000160102,0.001261457,0.01354979],"genre_scores_gemma":[0.8728471,0.0009917152,0.1170694,0.00156029,0.0001708182,0.0009748124,0.00003482476,0.00003458796,0.006316393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6596343,"threshold_uncertainty_score":0.6557581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00919799757080984,"score_gpt":0.3193271103823063,"score_spread":0.3101291128114965,"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."}}