{"id":"W7116128532","doi":"10.1302/1358-992x.2025.17.013","title":"OUTCOME SCORES AFTER ARTHROSCOPIC ANKLE FUSION REACH A STEADY STATE AFTER ONE YEAR, BUT REVISIONS OCCUR LATER: PROSPECTIVE ANALYSIS","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":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Ankle; Prospective cohort study; Time point; Orthopedic surgery; Outcome (game theory); Patient satisfaction","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"],"consensus_categories":[],"category_scores_codex":[0.0005627279,0.0003830503,0.0009329368,0.000966523,0.0001472365,0.0001165965,0.0001313848,0.0001866406,0.0007825288],"category_scores_gemma":[0.0002728002,0.0003198829,0.0005105957,0.002108435,0.0001862919,0.0003019065,0.0002324742,0.0005270025,0.0001451963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370555,"about_ca_system_score_gemma":0.000156276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005039871,"about_ca_topic_score_gemma":0.00004466987,"domain_scores_codex":[0.9971778,0.00001995861,0.0007547421,0.0008096751,0.0006274983,0.0006103579],"domain_scores_gemma":[0.9986848,0.00005146478,0.0001784674,0.0003483771,0.000466991,0.0002699323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009826348,0.0002671847,0.9918915,0.0004884111,0.000574734,0.00006180153,0.0005696289,2.426562e-7,0.001177614,0.00007224448,0.001144209,0.002769817],"study_design_scores_gemma":[0.001510159,0.0002307015,0.9904966,0.001068364,0.001537751,0.000008199734,0.0001980166,0.00006023195,0.0004271886,0.0002741605,0.003863282,0.0003253384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896609,0.001153672,0.00009513488,0.0008446185,0.000260513,0.000888288,0.0000522852,0.0002480606,0.00679657],"genre_scores_gemma":[0.9799325,0.0002975801,0.0006640182,0.001070827,0.0001883809,0.0002919454,0.00003813232,0.00004185482,0.01747474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067817,"threshold_uncertainty_score":0.9999253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355701365513423,"score_gpt":0.275638990957236,"score_spread":0.2620819773021018,"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."}}