{"id":"W4385412819","doi":"10.1177/2325967123s00047","title":"Paper 21: Functional Outcomes of Primary Ulnar Collateral Ligament Repair with Internal Bracing in Athletes","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Journal of Sports Medicine","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Brace; Ligament; Elbow; Valgus; Surgery; Athletes; Throwing; Physical therapy","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":[0.001246215,0.0002636526,0.001107879,0.0007880848,0.00003764166,0.000003935968,0.0000795049,0.00008709806,0.0005068812],"category_scores_gemma":[0.00007346108,0.0001520083,0.0002929899,0.0005592204,0.000230382,0.0001440139,0.00003454174,0.0004155656,0.000004596518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078442,"about_ca_system_score_gemma":0.000314406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005505339,"about_ca_topic_score_gemma":0.00001559943,"domain_scores_codex":[0.9966915,0.00002936464,0.001323379,0.0002321966,0.001387789,0.0003358021],"domain_scores_gemma":[0.9984369,0.0001290636,0.0006547188,0.0002360551,0.0002633654,0.0002799307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001713306,0.0002818437,0.9564386,0.0001990561,0.0004637254,0.006223765,0.000750415,0.00006135699,0.0008229539,0.00004079393,0.001986502,0.03101771],"study_design_scores_gemma":[0.008362947,0.002028767,0.9781979,0.006178091,0.0004043757,0.001939655,0.0007197574,0.00001973489,0.0001327903,0.0001179234,0.001775416,0.0001226958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905394,0.002180575,0.00003497891,0.003346223,0.000506031,0.0002705644,0.000002935149,0.00004649666,0.003072794],"genre_scores_gemma":[0.9946554,0.00166865,0.0005845546,0.0006964602,0.0004471848,0.000006474119,0.00002613788,0.00003471059,0.001880429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03089501,"threshold_uncertainty_score":0.6198721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706351574412073,"score_gpt":0.249341913314861,"score_spread":0.2322783975707403,"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."}}