{"id":"W4252123182","doi":"10.4172/plastic-surgery.1000732","title":"Outcome analysis of ulnar shortening osteotomy for ulnar impaction syndrome","year":2012,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Impaction; Medicine; Outcome (game theory); Osteotomy; Surgery; Economics","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":[0.0002522873,0.0003187936,0.0005368354,0.001003209,0.0005061892,0.0004952833,0.0003387645,0.0004970069,0.002572238],"category_scores_gemma":[0.001328519,0.00008700453,0.0006103072,0.0006442331,0.0003532378,0.0004510932,0.00039575,0.0005896619,0.0003220359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687568,"about_ca_system_score_gemma":0.00077237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817061,"about_ca_topic_score_gemma":0.002675515,"domain_scores_codex":[0.9995759,0.00004755627,0.00005499573,0.00005118345,0.0001237579,0.0001465078],"domain_scores_gemma":[0.9991578,0.0001721859,0.0002299668,0.00002731289,0.0001247145,0.0002880211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00134175,0.0007793869,0.9290005,0.00005414616,0.000143168,0.042179,0.0001673695,0.0003446089,0.001952554,0.0002230706,0.0007398296,0.02307475],"study_design_scores_gemma":[0.00009666307,0.002784345,0.9326696,0.00004410074,0.0001294404,0.06048254,0.0005650116,0.001230787,0.000608471,0.0004131002,0.0009404225,0.00003551447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971867,0.00037857,0.0002192586,0.0001727212,0.00002858592,0.00004943705,0.0002254411,0.000009082564,0.001730154],"genre_scores_gemma":[0.9991608,0.00009771494,0.0000912847,0.00005316146,0.00002598519,0.00001527071,0.0003179371,0.000002799544,0.0002351168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002572238,"threshold_uncertainty_score":0.008605003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746066010195571,"score_gpt":0.3150648080605432,"score_spread":0.2676041479585874,"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."}}