{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187034,0.0002165059,0.000636183,0.0003004402,0.0001964535,0.0004263103,0.0002226215,0.0003593139,0.00353159],"category_scores_gemma":[0.003750186,0.0001018183,0.0006204265,0.0002834131,0.0003439226,0.0002943203,0.0003163766,0.0004055343,0.0003355244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804125,"about_ca_system_score_gemma":0.0006319974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006177798,"about_ca_topic_score_gemma":0.001477298,"domain_scores_codex":[0.9993193,0.000256791,0.00009383258,0.0001081058,0.0001297046,0.00009216015],"domain_scores_gemma":[0.9975631,0.001042533,0.0007683017,0.00006139456,0.0001103713,0.0004542436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3117308,0.01117048,0.4437523,0.002495645,0.003512707,0.0005932299,0.0003640357,0.001316405,0.003656527,0.001202582,0.00160846,0.2185968],"study_design_scores_gemma":[0.02903377,0.3291807,0.6226693,0.0009971076,0.002865961,0.003432686,0.0009111394,0.003490791,0.001598107,0.001260725,0.004507127,0.00005259983],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946584,0.003766307,0.0001723332,0.0002201734,0.0001077741,0.00007596678,0.0001602635,0.000004443839,0.0008342662],"genre_scores_gemma":[0.9979628,0.00118443,0.0001763466,0.0001243658,0.0001393618,0.00007727995,0.0001356588,8.304158e-7,0.0001988911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00353159,"threshold_uncertainty_score":0.0118143,"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."}}