{"id":"W3163100657","doi":"10.1016/j.fas.2021.04.011","title":"Accuracy and quality of the British Orthopaedic Foot and Ankle Society (BOFAS) Registry — Ankle Arthrodesis Pathway","year":2021,"lang":"en","type":"article","venue":"Foot and Ankle Surgery","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ankle; Physical therapy; Arthrodesis; Cohort; Observational study; Cohort study; Population; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01508246,0.0002114714,0.0009422129,0.004517986,0.0007017814,0.002402094,0.001405577,0.001382399,0.004041492],"category_scores_gemma":[0.1204071,0.0006386255,0.0009247022,0.008837296,0.0006063912,0.002385108,0.002082709,0.001146418,0.001227917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616284,"about_ca_system_score_gemma":0.004448572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1042622,"about_ca_topic_score_gemma":0.09228244,"domain_scores_codex":[0.9638494,0.0103324,0.009631556,0.003883985,0.009564183,0.002738472],"domain_scores_gemma":[0.8668934,0.03754526,0.04241358,0.0135803,0.03651862,0.003048907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284045,0.00002405017,0.9929583,0.00006335616,0.0001172868,0.00002230089,0.0001254841,0.0002665527,0.00002638115,0.000189733,0.002752273,0.003326004],"study_design_scores_gemma":[0.00001868621,0.00004378615,0.995074,0.0001437218,0.00007246652,0.0001859406,0.0002664117,0.00142591,0.00008176336,0.0002386862,0.002432925,0.00001562472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907765,0.004045024,0.002337092,0.006351514,0.0004392738,0.000142313,0.06495784,0.0001436074,0.01381834],"genre_scores_gemma":[0.9837655,0.0006138773,0.0006850745,0.0003576428,0.0000701901,0.00004423922,0.01369844,0.00003104069,0.000733947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042622,"threshold_uncertainty_score":0.2073106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991633556503115,"score_gpt":0.268893107882427,"score_spread":0.2289767723173959,"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."}}