{"id":"W4416209149","doi":"10.1302/1358-992x.2025.13.137","title":"ARTHROSCOPIC VERSUS OPEN ARTHRODESIS: THE CANADIAN MULTICENTRE LONG-TERM STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Ankle; Arthrodesis; Nonunion; Ankle replacement; Arthritis; Ankle arthrodesis; Prom; Osteoarthritis; Orthopedic surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000595853,0.0002495966,0.000382379,0.0002437404,0.0006327637,0.0003088654,0.000411546,0.0001145771,0.0003138326],"category_scores_gemma":[0.0004113862,0.0001778655,0.0001232267,0.0007399344,0.0001577185,0.0002380022,0.0002218754,0.0004052213,0.0001029183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199593,"about_ca_system_score_gemma":0.00104731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01007913,"about_ca_topic_score_gemma":0.1490521,"domain_scores_codex":[0.9982424,0.00001693812,0.0003405504,0.0004735749,0.0003526579,0.0005738247],"domain_scores_gemma":[0.9989657,0.0000729511,0.00008841528,0.0002909191,0.0002489803,0.0003330116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004668737,0.0002829756,0.970287,0.0001055072,0.0002471873,0.00008359116,0.0008918709,9.438525e-8,0.00007482013,0.0004386925,0.01313169,0.01398968],"study_design_scores_gemma":[0.007181705,0.0004103669,0.9657564,0.0005495994,0.0004456046,0.00001634172,0.00252447,0.0000343524,0.0001254031,0.00003436904,0.02268151,0.0002398907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439998,0.0005918817,0.000001465079,0.00558624,0.001140545,0.002019693,0.000003280724,0.00009440941,0.0465627],"genre_scores_gemma":[0.9906042,0.0000614519,0.00003901867,0.001601924,0.0002520937,0.0001549228,0.0000118019,0.00002654149,0.007248019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138973,"threshold_uncertainty_score":0.9965128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662325224861122,"score_gpt":0.331356965784301,"score_spread":0.2947337135356898,"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."}}