{"id":"W4283831292","doi":"10.2106/jbjs.21.01088","title":"Arthroscopic Versus Open Ankle Arthrodesis","year":2022,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Centre for Advancing Health Outcomes; University of Manitoba","funders":"","keywords":"Medicine; Ankle; Arthrodesis; Surgery; Osteoarthritis; Ankle replacement; Arthritis; Orthopedic surgery; Ankle arthrodesis; Cohort; Physical therapy; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001932168,0.0001121788,0.0008916417,0.0003874133,0.000199046,0.00004739236,0.0000278259,0.00003200764,0.001306113],"category_scores_gemma":[0.0002930079,0.00009534732,0.0003340908,0.0002302104,0.00005463323,0.0002128356,0.0001843123,0.0003366193,0.000006691813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004911661,"about_ca_system_score_gemma":0.0003361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001933374,"about_ca_topic_score_gemma":0.000002740197,"domain_scores_codex":[0.9984024,0.00009310172,0.0007884384,0.000129567,0.0003779469,0.0002085098],"domain_scores_gemma":[0.9987876,0.0003002175,0.0004838203,0.0001510313,0.00009150667,0.0001857679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0100873,0.001544629,0.1749528,0.000377874,0.0008421147,0.007275271,0.0006496509,0.00002829694,0.01569314,0.0002882143,0.6712933,0.1169674],"study_design_scores_gemma":[0.009242693,0.002825631,0.3573791,0.0008588412,0.0004814042,0.00681534,0.002293047,0.00005117217,0.003823211,0.0008700773,0.6147279,0.0006315685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889106,0.003696149,0.00001014263,0.003758432,0.001629894,0.000104992,0.00000483352,0.000009697249,0.001875259],"genre_scores_gemma":[0.9967791,0.0009596894,0.0002281106,0.0007755205,0.0003468405,0.000005625975,0.00000539436,0.00001837503,0.0008813186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824263,"threshold_uncertainty_score":0.9996068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.083056404580846,"score_gpt":0.2953311024473013,"score_spread":0.2122746978664553,"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."}}