{"id":"W4210354575","doi":"10.1177/2473011419852931","title":"Ankle Arthritis","year":2019,"lang":"en","type":"review","venue":"Foot & Ankle Orthopaedics","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Ankle; Arthritis; Ankle replacement; Arthrodesis; Knee arthritis; Arthroplasty; Surgery; Rheumatoid arthritis; Physical therapy; Osteoarthritis; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006459405,0.001001272,0.004364458,0.0005971442,0.0001466719,0.00008513893,0.0003406279,0.0010565,0.001474924],"category_scores_gemma":[0.0003113956,0.0008416048,0.002676347,0.0009591194,0.0002061699,0.000137348,0.0002596231,0.001493233,0.004296401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629271,"about_ca_system_score_gemma":0.001575471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001932686,"about_ca_topic_score_gemma":0.000018824,"domain_scores_codex":[0.9954743,0.0001691363,0.001399862,0.001055111,0.0009057015,0.0009959287],"domain_scores_gemma":[0.9969307,0.0003151924,0.0005863857,0.00140718,0.0002068788,0.0005536603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002140038,0.0001697536,0.0003477672,0.0209972,0.0003220491,0.0006080938,0.00002001454,8.173047e-8,2.904534e-7,0.0002175372,0.03227945,0.9450164],"study_design_scores_gemma":[0.0007325844,0.0003670235,0.00003859253,0.03076314,0.001578278,0.0009782099,0.00001296368,0.000003358264,8.627613e-7,0.00003409172,0.9647105,0.0007803671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003879465,0.9721471,0.00001850743,0.0001195992,0.003079773,0.001719265,0.0001901059,0.000340274,0.02234659],"genre_scores_gemma":[0.00002539871,0.9773526,0.000230279,0.000421918,0.002721908,0.0001384649,0.001460319,0.0002933027,0.0173558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.944236,"threshold_uncertainty_score":0.9994379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903884475113523,"score_gpt":0.332216008003569,"score_spread":0.2631771632524338,"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."}}